From a9a565dd1f6b1b28c421ad75e248ce23e582e2b9 Mon Sep 17 00:00:00 2001 From: Carlo de Franchis Date: Fri, 22 Feb 2019 20:15:30 +0100 Subject: [PATCH 01/32] [refactor] replace gdal python bindings with rasterio --- s2p.py | 10 ++++---- s2p_test.py | 8 +++---- s2plib/common.py | 32 ++++++++++--------------- s2plib/fusion.py | 18 ++++++-------- s2plib/masking.py | 20 +++++++--------- s2plib/rpc_utils.py | 52 ++++++++++++++--------------------------- s2plib/visualisation.py | 8 ++++--- 7 files changed, 59 insertions(+), 89 deletions(-) diff --git a/s2p.py b/s2p.py index e60435d0..7d661532 100755 --- a/s2p.py +++ b/s2p.py @@ -28,11 +28,10 @@ import numpy as np import subprocess import multiprocessing -from osgeo import gdal import collections import shutil +import rasterio -gdal.UseExceptions() from s2plib.config import cfg from s2plib import common @@ -451,10 +450,9 @@ def mean_heights(tile): maps = np.empty((h, w, n)) for i in range(n): try: - f = gdal.Open(os.path.join(tile['dir'], 'pair_{}'.format(i + 1), - 'height_map.tif')) - maps[:, :, i] = f.GetRasterBand(1).ReadAsArray() - f = None # this is the gdal way of closing files + with rasterio.open(os.path.join(tile['dir'], 'pair_{}'.format(i + 1), + 'height_map.tif'), 'r') as f: + maps[:, :, i] = f.read(1) except RuntimeError: # the file is not there maps[:, :, i] *= np.nan diff --git a/s2p_test.py b/s2p_test.py index 56505231..ead6f9be 100644 --- a/s2p_test.py +++ b/s2p_test.py @@ -24,16 +24,16 @@ def unit_gdal_version(): try: - import gdal - version_num = int(gdal.VersionInfo('VERSION_NUM')) - if (version_num < 2010000): + import rasterio + version = rasterio.gdal_version() + if (version < '2.1'): raise AssertionError(("The version of GDAL should be at least 2.1.\n", "Recommended fix for Ubuntu 16.04:\n", "add-apt-repository -y ppa:ubuntugis/ppa\n", "apt-get update\n", "apt-get install gdal-bin libgdal-dev\n")) except ImportError: - raise AssertionError('GDAL does not seem to be installed.') + raise AssertionError('rasterio does not seem to be installed.') def unit_image_keypoints(): diff --git a/s2plib/common.py b/s2plib/common.py index a36deadd..f45b838c 100644 --- a/s2plib/common.py +++ b/s2plib/common.py @@ -16,7 +16,7 @@ import subprocess import multiprocessing import numpy as np -from osgeo import gdal +import rasterio from s2plib.config import cfg @@ -161,7 +161,7 @@ def matrix_translation(x, y): def image_size_gdal(im): """ - Read the width, height and pixel dimension of an image using gdal. + Read the width, height and pixel dimension of an image using rasterio. Args: im: path to the input image file @@ -169,11 +169,9 @@ def image_size_gdal(im): Returns: w, h, pd: a tuple of length 3 """ - f = gdal.Open(im) - x = f.RasterXSize - y = f.RasterYSize - pd = f.RasterCount - f = None + with rasterio.open(im, 'r') as f: + y, x = f.shape + pd = f.count return x, y, pd @@ -187,21 +185,15 @@ def gdal_read_as_array_with_nans(im): Returns: array: raster as numpy array """ - raster = gdal.Open(im) - array = raster.ReadAsArray() + with rasterio.open(im, 'r') as src: + array = src.read() + nodata_values = src.nodatavals - # replace gdal NoDataValue with np.nan for the np.isfinite counting - noDataValues = [raster.GetRasterBand(b+1).GetNoDataValue() for b in range(raster.RasterCount)] - if len(noDataValues) == 1: - if noDataValues[0] is not None: - array[array == noDataValues[0]] = np.nan - else: - for b in range(raster.RasterCount): - if noDataValues[b] is not None: - array_band = array[b, :, :] - array_band[array_band == noDataValues[b]] = np.nan + for band, nodata in zip(array, nodata_values): + if nodata is not None: + band[band == nodata] = np.nan - return array + return array.squeeze() def grep_xml(xml_file, tag): diff --git a/s2plib/fusion.py b/s2plib/fusion.py index 6cbee18d..c4f1ab99 100644 --- a/s2plib/fusion.py +++ b/s2plib/fusion.py @@ -8,8 +8,7 @@ import sys import shutil import numpy as np -from osgeo import gdal -gdal.UseExceptions() +import rasterio from s2plib import common from s2plib import piio @@ -140,16 +139,14 @@ def merge_n(output, inputs, offsets, averaging='average_if_close', threshold=1): # get input images size if inputs: - f = gdal.Open(inputs[0]) - w, h = f.RasterXSize, f.RasterYSize - f = None # this is the gdal way of closing files + with rasterio.open(inputs[0], 'r') as f: + h, w = f.shape # read input images and apply offsets x = np.empty((h, w, len(inputs))) for i, img in enumerate(inputs): - f = gdal.Open(img) - x[:, :, i] = f.GetRasterBand(1).ReadAsArray() - offsets[i] - f = None + with rasterio.open(img, 'r') as f: + x[:, :, i] = f.read(1) - offsets[i] if cfg['debug']: piio.write('{}_registered.tif'.format(os.path.splitext(img)[0]), x[:, :, i] + np.mean(offsets)) @@ -167,6 +164,5 @@ def merge_n(output, inputs, offsets, averaging='average_if_close', threshold=1): # write the average to output if inputs: shutil.copy(inputs[0], output) # copy an input file to get the metadata - f = gdal.Open(output, gdal.GA_Update) - f.GetRasterBand(1).WriteArray(avg) # update the output file content - f = None + with rasterio.open(output, 'r+') as f: + f.write(np.asarray([avg]).astype('float32')) # update the output file content diff --git a/s2plib/masking.py b/s2plib/masking.py index 3ef20410..31b40a6d 100644 --- a/s2plib/masking.py +++ b/s2plib/masking.py @@ -6,7 +6,7 @@ import os import subprocess import numpy as np -from osgeo import gdal +import rasterio from s2plib import common from s2plib import rpc_model @@ -33,7 +33,7 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, # coefficients of the transformation associated to the crop H = common.matrix_translation(-x, -y) hij = ' '.join([str(el) for el in H.flatten()]) - + mask = np.ones((h, w), dtype=np.bool) if roi_gml is not None: # image domain mask (polygons) @@ -42,9 +42,8 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, roi_gml, tmp), shell=True) - f = gdal.Open(tmp) - mask = np.logical_and(mask, f.ReadAsArray()) - f = None # this is the gdal way of closing files + with rasterio.open(tmp, 'r') as f: + mask = np.logical_and(mask, f.read().squeeze()) if not mask.any(): return mask @@ -54,17 +53,16 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, subprocess.check_call('cldmask %d %d -h "%s" %s %s' % (w, h, hij, cld_gml, tmp), shell=True) - f = gdal.Open(tmp) - mask = np.logical_and(mask, ~f.ReadAsArray().astype(bool)) - f = None # this is the gdal way of closing files + with rasterio.open(tmp, 'r') as f: + mask = np.logical_and(mask, ~f.read().squeeze().astype(bool)) if not mask.any(): return mask if wat_msk is not None: # water mask (raster) - f = gdal.Open(wat_msk) - mask = np.logical_and(mask, f.ReadAsArray(*map(int, (x, y, w, h)))) - f = None # this is the gdal way of closing files + x, y, w, h = map(int, (x, y, w, h)) + with rasterio.open(wat_msk, 'r') as f: + mask = np.logical_and(mask, f.read(window=((y, y+h), (x, x+w))).squeeze()) return mask diff --git a/s2plib/rpc_utils.py b/s2plib/rpc_utils.py index 0fcedf84..fa9f8baa 100644 --- a/s2plib/rpc_utils.py +++ b/s2plib/rpc_utils.py @@ -7,7 +7,8 @@ import bs4 import utm import datetime -from osgeo import gdal, osr +import pyproj +import rasterio import numpy as np from s2plib import estimation @@ -220,34 +221,21 @@ def min_max_heights_from_bbx(im, lon_m, lon_M, lat_m, lat_M, rpc): Returns: hmin, hmax: min, max heights """ - # open image - dataset = gdal.Open(im) - - # get lon/lat to im projection conversion - new_cs = osr.SpatialReference() - new_cs.ImportFromWkt(dataset.GetProjectionRef()) - old_cs = osr.SpatialReference() - old_cs.ImportFromEPSG(4326) - lonlat_to_im = osr.CoordinateTransformation(old_cs, new_cs) + dataset = rasterio.open(im, 'r') # convert lon/lat to im projection - lon = np.linspace(lon_m, lon_M, 2) - lat = np.linspace(lat_m, lat_M, 2) - lonv, latv = np.meshgrid(lon, lat) - lonlatalt = zip(np.ravel(lonv), - np.ravel(latv), - np.zeros(np.shape(np.ravel(lonv)))) - x_im_proj, y_im_proj, __ = (zip(*lonlat_to_im.TransformPoints([a for a in lonlatalt]))) - x_im_proj = np.array(x_im_proj) - y_im_proj = np.array(y_im_proj) + x_im_proj, y_im_proj = pyproj.transform(pyproj.Proj(init='epsg:4326'), + pyproj.Proj(init=dataset.crs['init']), + [lon_m, lon_M], + [lat_m, lat_M]) # convert im projection to pixel - forward = dataset.GetGeoTransform() - reverse = gdal.InvGeoTransform(forward) - px = reverse[0] + x_im_proj * reverse[1] + y_im_proj * reverse[2] - py = reverse[3] + x_im_proj * reverse[4] + y_im_proj * reverse[5] - nb_elts = len(px) + pts = [] + pts.append(~dataset.transform * (x_im_proj[0], y_im_proj[0])) + pts.append(~dataset.transform * (x_im_proj[1], y_im_proj[1])) + px = [p[0] for p in pts] + py = [p[1] for p in pts] # get footprint [px_min, px_max, py_min, py_max] = map(int, [np.amin(px), @@ -257,21 +245,17 @@ def min_max_heights_from_bbx(im, lon_m, lon_M, lat_m, lat_M, rpc): # limits of im extract x, y, w, h = px_min, py_min, px_max - px_min + 1, py_max - py_min + 1 - sizex = dataset.RasterXSize - sizey = dataset.RasterYSize - x0 = min(max(0, x), sizex-1) - y0 = min(max(0, y), sizey-1) + sizey, sizex = dataset.shape + x0 = np.clip(x, 0, sizex-1) + y0 = np.clip(y, 0, sizey-1) w -= (x0-x) h -= (y0-y) - w = max(0, w) - w = min(w, sizex - 1 - x0) - h = max(0, h) - h = min(h, sizey - 1 - y0) + w = np.clip(w, 0, sizex - 1 - x0) + h = np.clip(h, 0, sizey - 1 - y0) # get value for each pixel if (w != 0) and (h != 0): - band = dataset.GetRasterBand(1) - array = band.ReadAsArray(x0, y0, w, h).astype(float) + array = dataset.read(1, window=((y0, y0 + h), (x0, x0 + w))).astype(float) array[array == -32768] = np.nan hmin = np.nanmin(array) hmax = np.nanmax(array) diff --git a/s2plib/visualisation.py b/s2plib/visualisation.py index 19430797..b8439594 100644 --- a/s2plib/visualisation.py +++ b/s2plib/visualisation.py @@ -5,7 +5,7 @@ from __future__ import print_function import numpy as np import os -from osgeo import gdal +import rasterio from s2plib import piio from s2plib import common @@ -68,8 +68,10 @@ def plot_matches_low_level(im1, im2, matches): path to the resulting image, to be displayed """ # load images - img1 = gdal.Open(im1).ReadAsArray() - img2 = gdal.Open(im2).ReadAsArray() + with rasterio.open(im1, 'r') as f: + img1 = f.read().squeeze() + with rasterio.open(im2, 'r') as f: + img2 = f.read().squeeze() # transform single channel to 3-channels if img1.ndim < 3: From c654396f42b09dee1611b03ce938c28c459ec3b6 Mon Sep 17 00:00:00 2001 From: Carlo de Franchis Date: Sun, 24 Feb 2019 23:35:06 +0100 Subject: [PATCH 02/32] [travis] update travis config to install rasterio instead of gdal python bindings --- .travis.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.travis.yml b/.travis.yml index 11a9eb14..3b75abf8 100644 --- a/.travis.yml +++ b/.travis.yml @@ -25,12 +25,12 @@ before_install: - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew unlink gdal && (brew install gcc || brew link --overwrite gcc) && brew install geographiclib fftw; fi install: - - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install numpy utm bs4 requests; fi - - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}'); fi + - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install numpy utm bs4 requests pyproj; fi + - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install rasterio; fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then wget http://www.kyngchaos.com/files/software/frameworks/GDAL_Complete-2.1.dmg; fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then X=$(echo `hdiutil mount GDAL_Complete-2.1.dmg | tail -1 | awk '{$1=$2=""; print $0}'` | xargs -0 echo) && sudo installer -pkg "${X}/"GDAL\ Complete.pkg -target /; export PATH="/Library/Frameworks/GDAL.framework/Programs:$PATH"; fi - - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install numpy utm bs4 requests; fi - - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}') --global-option build_ext --global-option=`gdal-config --cflags` --global-option build_ext --global-option=-L`gdal-config --prefix`/unix/lib/; fi + - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install numpy utm bs4 requests pyproj; fi + - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install rasterio; fi script: - make From e89b348df2732e08ec01ad762cd741acafc2ea24 Mon Sep 17 00:00:00 2001 From: Carlo de Franchis Date: Mon, 25 Feb 2019 17:33:49 +0100 Subject: [PATCH 03/32] [refactor] replace piio with rasterio --- .travis.yml | 4 ++-- makefile | 16 +++------------- s2plib/common.py | 34 ++++++++++++++++++++++++++++++++++ s2plib/fusion.py | 5 ++--- s2plib/initialization.py | 7 +++---- s2plib/piio | 1 - s2plib/visualisation.py | 3 +-- 7 files changed, 45 insertions(+), 25 deletions(-) delete mode 120000 s2plib/piio diff --git a/.travis.yml b/.travis.yml index 11a9eb14..4e4c9429 100644 --- a/.travis.yml +++ b/.travis.yml @@ -26,11 +26,11 @@ before_install: install: - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install numpy utm bs4 requests; fi - - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}'); fi + - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install rasterio GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}'); fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then wget http://www.kyngchaos.com/files/software/frameworks/GDAL_Complete-2.1.dmg; fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then X=$(echo `hdiutil mount GDAL_Complete-2.1.dmg | tail -1 | awk '{$1=$2=""; print $0}'` | xargs -0 echo) && sudo installer -pkg "${X}/"GDAL\ Complete.pkg -target /; export PATH="/Library/Frameworks/GDAL.framework/Programs:$PATH"; fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install numpy utm bs4 requests; fi - - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}') --global-option build_ext --global-option=`gdal-config --cflags` --global-option build_ext --global-option=-L`gdal-config --prefix`/unix/lib/; fi + - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install rasterio GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}') --global-option build_ext --global-option=`gdal-config --cflags` --global-option build_ext --global-option=-L`gdal-config --prefix`/unix/lib/; fi script: - make diff --git a/makefile b/makefile index fd746fdf..276aa789 100644 --- a/makefile +++ b/makefile @@ -23,7 +23,7 @@ SRCDIR = c BINDIR = bin # default rule builds only the programs necessary for the test -default: $(BINDIR) homography sift imscript mgm mgm_multi piio tvl1 lsd +default: $(BINDIR) homography sift imscript mgm mgm_multi tvl1 lsd # the "all" rule builds four further correlators all: default msmw3 sgbm mgm_multi @@ -63,13 +63,6 @@ lsd: $(MAKE) -C 3rdparty/lsd cp 3rdparty/lsd/lsd $(BINDIR) -# piio: a required python extension -piio: s2plib/piio/libiio.so - -s2plib/piio/libiio.so: s2plib/piio/setup.py s2plib/piio/freemem.c s2plib/piio/iio.c s2plib/piio/iio.h - $(MAKE) -C s2plib/piio - - # # rules for optional "modules": msmw, asift, sgbm, tvl1, etc # @@ -183,7 +176,7 @@ depend: # rules for cleaning, nothing interesting below this point clean: clean_homography clean_asift clean_sift clean_imscript clean_msmw\ - clean_msmw2 clean_msmw3 clean_tvl1 clean_sgbm clean_mgm clean_piio\ + clean_msmw2 clean_msmw3 clean_tvl1 clean_sgbm clean_mgm \ clean_depend clean_depend: @@ -234,8 +227,5 @@ clean_mgm: $(MAKE) -C 3rdparty/mgm clean $(RM) $(BINDIR)/mgm -clean_piio: - $(MAKE) -C s2plib/piio clean - .PHONY: default all sift sgbm sgbm_opencv msmw tvl1 imscript clean clean_sift\ - clean_imscript clean_msmw clean_msmw2 clean_tvl1 clean_sgbm clean_piio test + clean_imscript clean_msmw clean_msmw2 clean_tvl1 clean_sgbm test diff --git a/s2plib/common.py b/s2plib/common.py index f63527ab..8280b8ce 100644 --- a/s2plib/common.py +++ b/s2plib/common.py @@ -13,6 +13,7 @@ import subprocess import numpy as np from osgeo import gdal +import rasterio from s2plib.config import cfg @@ -181,6 +182,39 @@ def image_zoom_out_morpho(im, f): return out +def rasterio_write(path, array, profile={}, tags={}): + """ + Write a numpy array in a tiff or png file with rasterio. + + Args: + path (str): path to the output tiff/png file + array (numpy array): 2D or 3D array containing the image to write. + profile (dict): rasterio profile (ie dictionary of metadata) + tags (dict): dictionary with additional geotiff tags + """ + # determine the driver based on the file extension + extension = os.path.splitext(path)[1].lower() + if extension in ['.tif', '.tiff']: + driver = 'GTiff' + elif extension in ['.png']: + driver = 'png' + else: + raise NotImplementedError('format {} not supported'.format(extension)) + + # read image size and number of bands + array = np.atleast_3d(array) + height, width, nbands = array.shape + + # define image metadata dict + profile.update(driver=driver, count=nbands, width=width, height=height, + dtype=array.dtype) + + # write to file + with rasterio.open(path, 'w', **profile) as dst: + dst.write(np.transpose(array, (2, 0, 1))) + dst.update_tags(**tags) + + def image_apply_homography(out, im, H, w, h): """ Applies an homography to an image. diff --git a/s2plib/fusion.py b/s2plib/fusion.py index cf9d4f50..18bf3027 100644 --- a/s2plib/fusion.py +++ b/s2plib/fusion.py @@ -11,7 +11,6 @@ from osgeo import gdal gdal.UseExceptions() -from s2plib import piio from s2plib.config import cfg @@ -52,8 +51,8 @@ def merge_n(output, inputs, offsets, averaging='average_if_close', threshold=1): x[:, :, i] = f.GetRasterBand(1).ReadAsArray() - offsets[i] f = None if cfg['debug']: - piio.write('{}_registered.tif'.format(os.path.splitext(img)[0]), - x[:, :, i] + np.mean(offsets)) + common.rasterio_write('{}_registered.tif'.format(os.path.splitext(img)[0]), + x[:, :, i] + np.mean(offsets)) # apply the averaging operator if averaging.startswith(('np.', 'numpy.')): diff --git a/s2plib/initialization.py b/s2plib/initialization.py index 49489ac8..0065802f 100644 --- a/s2plib/initialization.py +++ b/s2plib/initialization.py @@ -12,7 +12,6 @@ import shutil import numpy as np -from s2plib import piio from s2plib import common from s2plib import rpc_utils from s2plib import masking @@ -298,9 +297,9 @@ def tiles_full_info(tw, th, tiles_txt, create_masks=False): json.dump(tile_cfg, f, indent=2,default=workaround_json_int64) # save the mask - piio.write(os.path.join(tile['dir'], - 'cloud_water_image_domain_mask.png'), - mask.astype(np.uint8)) + common.rasterio_write(os.path.join(tile['dir'], + 'cloud_water_image_domain_mask.png'), + mask.astype(np.uint8)) else: if len(tiles_coords) == 1: tiles.append(create_tile(tiles_coords[0], neighborhood_coords_dict)) diff --git a/s2plib/piio b/s2plib/piio deleted file mode 120000 index 1c6f1501..00000000 --- a/s2plib/piio +++ /dev/null @@ -1 +0,0 @@ -../3rdparty/iio/contrib/piio_packaged/piio \ No newline at end of file diff --git a/s2plib/visualisation.py b/s2plib/visualisation.py index 96b93b76..764d1fca 100644 --- a/s2plib/visualisation.py +++ b/s2plib/visualisation.py @@ -7,7 +7,6 @@ import os from osgeo import gdal -from s2plib import piio from s2plib import common from s2plib import sift from s2plib import estimation @@ -114,7 +113,7 @@ def plot_matches_low_level(im1, im2, matches): pass # save the output image, and return its path outfile = common.tmpfile('.png') - piio.write(outfile, out) + common.rasterio_write(outfile, out) return outfile From d05de03f258c215ce0a23023e5c15b057fbf7283 Mon Sep 17 00:00:00 2001 From: Carlo de Franchis Date: Mon, 25 Feb 2019 18:49:15 +0100 Subject: [PATCH 04/32] [bugfix] add missing import --- s2plib/fusion.py | 1 + 1 file changed, 1 insertion(+) diff --git a/s2plib/fusion.py b/s2plib/fusion.py index 18bf3027..68e36c91 100644 --- a/s2plib/fusion.py +++ b/s2plib/fusion.py @@ -12,6 +12,7 @@ gdal.UseExceptions() from s2plib.config import cfg +from s2plib import common def average_if_close(x, threshold): From cc1dc5b19061d179851f3eb78e690ad21a0ca800 Mon Sep 17 00:00:00 2001 From: Loic Dumas Date: Tue, 26 Feb 2019 07:38:04 +0000 Subject: [PATCH 05/32] check how does skipping existing behave on s2p_test.py --- s2p_test.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/s2p_test.py b/s2p_test.py index 56505231..f10f50be 100644 --- a/s2p_test.py +++ b/s2p_test.py @@ -132,7 +132,7 @@ def unit_distributed_plyflatten(config): print('Running end2end with distributed plyflatten dsm ...') test_cfg = s2p.read_config_file(config) - test_cfg['skip_existing'] = True + test_cfg['skip_existing'] = False s2p.main(test_cfg) outdir = test_cfg['out_dir'] @@ -206,7 +206,7 @@ def end2end_cluster(config): print('Running end2end in sequential mode to get reference DSM ...') test_cfg = s2p.read_config_file(config) - test_cfg['skip_existing'] = True + test_cfg['skip_existing'] = False s2p.main(test_cfg) outdir = test_cfg['out_dir'] @@ -215,7 +215,7 @@ def end2end_cluster(config): test_cfg_cluster = dict() test_cfg_cluster.update(test_cfg) test_cfg_cluster['out_dir'] = test_cfg_cluster['out_dir'] + "_cluster" - test_cfg_cluster['skip_existing'] = True + test_cfg_cluster['skip_existing'] = False print("Running initialisation step ...") s2p.main(test_cfg_cluster,["initialisation"]) @@ -248,7 +248,7 @@ def end2end_mosaic(config,ref_height_map,absmean_tol=0.025,percentile_tol=1.): test_cfg = s2p.read_config_file(config) outdir = test_cfg['out_dir'] - test_cfg['skip_existing'] = True + test_cfg['skip_existing'] = False s2p.main(test_cfg) tiles_file = os.path.join(outdir,'tiles.txt') From 3c5a7569acaacb699d7c03d4c78caee5a30dddae Mon Sep 17 00:00:00 2001 From: Loic Dumas Date: Tue, 26 Feb 2019 08:06:24 +0000 Subject: [PATCH 06/32] remove skip existing from s2p_test since it does have no impact at all (except time processing) --- s2p_test.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/s2p_test.py b/s2p_test.py index f10f50be..114055a6 100644 --- a/s2p_test.py +++ b/s2p_test.py @@ -132,7 +132,6 @@ def unit_distributed_plyflatten(config): print('Running end2end with distributed plyflatten dsm ...') test_cfg = s2p.read_config_file(config) - test_cfg['skip_existing'] = False s2p.main(test_cfg) outdir = test_cfg['out_dir'] @@ -206,7 +205,6 @@ def end2end_cluster(config): print('Running end2end in sequential mode to get reference DSM ...') test_cfg = s2p.read_config_file(config) - test_cfg['skip_existing'] = False s2p.main(test_cfg) outdir = test_cfg['out_dir'] @@ -215,7 +213,6 @@ def end2end_cluster(config): test_cfg_cluster = dict() test_cfg_cluster.update(test_cfg) test_cfg_cluster['out_dir'] = test_cfg_cluster['out_dir'] + "_cluster" - test_cfg_cluster['skip_existing'] = False print("Running initialisation step ...") s2p.main(test_cfg_cluster,["initialisation"]) @@ -248,7 +245,6 @@ def end2end_mosaic(config,ref_height_map,absmean_tol=0.025,percentile_tol=1.): test_cfg = s2p.read_config_file(config) outdir = test_cfg['out_dir'] - test_cfg['skip_existing'] = False s2p.main(test_cfg) tiles_file = os.path.join(outdir,'tiles.txt') From 5e8fb8c2484ffde31c1b6db46100bf09d1433d40 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 08:16:17 +0000 Subject: [PATCH 07/32] REFAC: Start turning sift into a library --- c/sift/Makefile | 19 +++++++++++-------- makefile | 2 -- s2plib/sift.py | 38 +++++++++++++++++++++++++++++--------- 3 files changed, 40 insertions(+), 19 deletions(-) diff --git a/c/sift/Makefile b/c/sift/Makefile index 210cc5ca..45f52e77 100644 --- a/c/sift/Makefile +++ b/c/sift/Makefile @@ -1,10 +1,9 @@ CXXFLAGS ?= -march=native -O3 -override CXXFLAGS := $(CXXFLAGS) `gdal-config --cflags` -override CXXLIBS := $(CXXLIBS) `gdal-config --libs` +override CXXFLAGS := $(CXXFLAGS) -fPIC +override CXXLIBS := $(CXXLIBS) override LDLIBS := $(LDLIBS) -lm -OBJ = sift_roi.o \ - LibImages/LibImages.o \ +OBJ = LibImages/LibImages.o \ LibSSE/LibSSE.o \ LibSift/KeyPoint.o \ LibSift/LibSift.o \ @@ -13,12 +12,16 @@ OBJ = sift_roi.o \ Utilities/Memory.o \ Utilities/Parameters.o \ Utilities/Time.o \ - Utilities/Utilities.o \ + Utilities/Utilities.o\ + sift4ctypes.o -all: sift_roi matching +LIB = sift4ctypes.so + +$(LIB): $(OBJ) + $(CXX) -fPIC -shared -o $@ $^ + +lib: $(LIB) -sift_roi: $(OBJ) - $(CXX) -o $@ $^ $(CXXLIBS) clean: rm -f sift_roi matching $(OBJ) diff --git a/makefile b/makefile index fd746fdf..142937ed 100644 --- a/makefile +++ b/makefile @@ -46,8 +46,6 @@ homography: $(BINDIR) sift: $(BINDIR) $(MAKE) -j -C c/sift - cp c/sift/sift_roi $(BINDIR) - cp c/sift/matching $(BINDIR) mgm: $(MAKE) -C 3rdparty/mgm diff --git a/s2plib/sift.py b/s2plib/sift.py index e29aa1e7..2b59c70d 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -7,6 +7,11 @@ import os import numpy as np +import rasterio as rio +import ctypes +from ctypes import c_uint, c_float, byref +from numpy.ctypeslib import ndpointer + from s2plib import common from s2plib import rpc_utils from s2plib import estimation @@ -30,16 +35,31 @@ def image_keypoints(im, x, y, w, h, max_nb=None, extra_params=''): Returns: path to the file containing the list of descriptors """ + # Read file with rasterio + with rio.open(im) as ds: + in_buffer = ds.read(window=((x,x+w),(y,y+h))) + + # load shared library + lib = ctypes.CDLL('sift4ctypes.so') + + # retrieve numpy buffer dimensions + (band,h,w) = in_buffer.shape + + lib.sift.argtypes = (ndpointer(dtype=c_float, shape=(band,w,h)),c_uint, c_uint, c_float,c_uint, c_uint,ctypes.POINTER(c_uint),ctypes.POINTER(c_uint)) + lib.sift.restype = ndpointer(dtype=c_float) + nb_points = c_uint() + desc_size = c_uint() + keypoints = lib.sift(in_buffer.astype(np.float32),w,h,0.0133,8,3,byref(desc_size),byref(nb_points)) + + print("Number of points:{}".format(nb_points)) + print("Descriptor size:{}".format(desc_size)) + print(repr(keypoints)) + keypoints = keypoints.reshape((nb_points.value,desc_size.value)) + + # print(keypoints.shape()) + keyfile = common.tmpfile('.txt') - if max_nb: - cmd = "sift_roi %s %d %d %d %d --max-nb-pts %d %s -o %s" % (im, x, y, w, - h, max_nb, - extra_params, - keyfile) - else: - cmd = "sift_roi %s %d %d %d %d %s -o %s" % (im, x, y, w, h, - extra_params, keyfile) - common.run(cmd) + return keyfile From b623940603f8f8488180a50088682fad5c78e944 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 08:23:53 +0000 Subject: [PATCH 08/32] Missing file --- c/sift/sift4ctypes.cpp | 61 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 c/sift/sift4ctypes.cpp diff --git a/c/sift/sift4ctypes.cpp b/c/sift/sift4ctypes.cpp new file mode 100644 index 00000000..ae2aa05f --- /dev/null +++ b/c/sift/sift4ctypes.cpp @@ -0,0 +1,61 @@ +#include + +#include "Utilities/Parameters.h" +#include "LibImages/LibImages.h" +#include "LibSift/LibSift.h" + +extern "C"{ + +float * sift(const float * input_buffer, const size_t w, const size_t h, + const float thresh_dog, + const unsigned int ss_noct, + const unsigned int ss_nspo, + unsigned int & recordSize, + unsigned int & nbRecords) { + + Image im(input_buffer, (const size_t) w, (const size_t) h, 1); + + // prepare params object + Parameters params; + params.setDefaultValues(); + params.set_thresh_dog(thresh_dog); + params.set_noct(ss_noct); + params.set_nspo(ss_nspo); + + // run sift + Sift sift(params); + sift.computeKeyPoints(im); + + nbRecords = sift.m_keyPoints->size(); + + // Compute the record length + size_t descriptorSize = 0; + if(nbRecords > 0) + { + const KeyPoint * firstPoint = sift.m_keyPoints->front(); + descriptorSize = firstPoint->getNbOri() * firstPoint->getNbHist() * firstPoint->getNbHist(); + } + + recordSize = descriptorSize + 2; + + float * out = new float[recordSize*nbRecords]; + + std::list::iterator key = sift.m_keyPoints->begin(); + size_t currentPoint = 0; + + for(;key != sift.m_keyPoints->end();++key,++currentPoint) + { + size_t currentIndex = recordSize*currentPoint; + out[currentIndex] = (*key)->getX(); + out[currentIndex+1] = (*key)->getY(); + + for(unsigned int i = 0; i < descriptorSize;++i) + { + out[currentIndex+2+i] = (*key)->getPtrDescr()[i]; + } + } + + return out; +} + +} From b13119a9f27eb6e0d95b25b4f6723ae3a22ce7e3 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 08:57:59 +0000 Subject: [PATCH 09/32] Return raw pointer instead of numpy array --- c/sift/sift4ctypes.cpp | 29 ++++++++++++++++++----------- s2plib/sift.py | 14 +++++++++----- 2 files changed, 27 insertions(+), 16 deletions(-) diff --git a/c/sift/sift4ctypes.cpp b/c/sift/sift4ctypes.cpp index ae2aa05f..7d28611e 100644 --- a/c/sift/sift4ctypes.cpp +++ b/c/sift/sift4ctypes.cpp @@ -6,15 +6,16 @@ extern "C"{ -float * sift(const float * input_buffer, const size_t w, const size_t h, - const float thresh_dog, - const unsigned int ss_noct, - const unsigned int ss_nspo, - unsigned int & recordSize, - unsigned int & nbRecords) { + float * sift(const float * input_buffer, const size_t w, const size_t h, + const float thresh_dog, + const unsigned int ss_noct, + const unsigned int ss_nspo, + unsigned int & recordSize, + unsigned int & nbRecords) { + // Derive Image from buffer Image im(input_buffer, (const size_t) w, (const size_t) h, 1); - + // prepare params object Parameters params; params.setDefaultValues(); @@ -26,6 +27,7 @@ float * sift(const float * input_buffer, const size_t w, const size_t h, Sift sift(params); sift.computeKeyPoints(im); + // Compute the number of records nbRecords = sift.m_keyPoints->size(); // Compute the record length @@ -35,14 +37,14 @@ float * sift(const float * input_buffer, const size_t w, const size_t h, const KeyPoint * firstPoint = sift.m_keyPoints->front(); descriptorSize = firstPoint->getNbOri() * firstPoint->getNbHist() * firstPoint->getNbHist(); } - recordSize = descriptorSize + 2; + // Allocate output buffer float * out = new float[recordSize*nbRecords]; + // Fill output buffer with keypoints std::list::iterator key = sift.m_keyPoints->begin(); size_t currentPoint = 0; - for(;key != sift.m_keyPoints->end();++key,++currentPoint) { size_t currentIndex = recordSize*currentPoint; @@ -54,8 +56,13 @@ float * sift(const float * input_buffer, const size_t w, const size_t h, out[currentIndex+2+i] = (*key)->getPtrDescr()[i]; } } - return out; -} + } + + void delete_buffer(float * buffer) + { + if (buffer != NULL) + delete [] buffer; + } } diff --git a/s2plib/sift.py b/s2plib/sift.py index 2b59c70d..50ddc3c0 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -9,7 +9,7 @@ import rasterio as rio import ctypes -from ctypes import c_uint, c_float, byref +from ctypes import c_uint, c_float, byref, POINTER from numpy.ctypeslib import ndpointer from s2plib import common @@ -46,15 +46,19 @@ def image_keypoints(im, x, y, w, h, max_nb=None, extra_params=''): (band,h,w) = in_buffer.shape lib.sift.argtypes = (ndpointer(dtype=c_float, shape=(band,w,h)),c_uint, c_uint, c_float,c_uint, c_uint,ctypes.POINTER(c_uint),ctypes.POINTER(c_uint)) - lib.sift.restype = ndpointer(dtype=c_float) + lib.sift.restype = POINTER(c_float) nb_points = c_uint() desc_size = c_uint() - keypoints = lib.sift(in_buffer.astype(np.float32),w,h,0.0133,8,3,byref(desc_size),byref(nb_points)) + keypoints_ptr = lib.sift(in_buffer.astype(np.float32),w,h,0.0133,8,3,byref(desc_size),byref(nb_points)) + + print("Number of points:{}".format(nb_points)) print("Descriptor size:{}".format(desc_size)) - print(repr(keypoints)) - keypoints = keypoints.reshape((nb_points.value,desc_size.value)) + print(repr(keypoints_ptr)) + + keypoints = numpy.array(keypoints_ptr.contents,(nb_points.value,desc_size.value)) + #keypoints = keypoints.reshape((nb_points.value,desc_size.value)) # print(keypoints.shape()) From c7d8522b6ded958f11e1afae1261cefefa5a3cff Mon Sep 17 00:00:00 2001 From: Loic Dumas Date: Tue, 26 Feb 2019 09:35:05 +0000 Subject: [PATCH 10/32] remove skip existing control instructions from s2p.py --- s2p.py | 42 ++++++------------------------------------ s2plib/config.py | 3 --- 2 files changed, 6 insertions(+), 39 deletions(-) diff --git a/s2p.py b/s2p.py index e60435d0..9b1db304 100755 --- a/s2p.py +++ b/s2p.py @@ -62,11 +62,6 @@ def pointing_correction(tile, i): img2 = cfg['images'][i]['img'] rpc2 = cfg['images'][i]['rpc'] - if cfg['skip_existing'] and os.path.isfile(os.path.join(out_dir, - 'pointing.txt')): - print('pointing correction done on tile {} {} pair {}'.format(x, y, i)) - return - # correct pointing error print('correcting pointing on tile {} {} pair {}...'.format(x, y, i)) try: @@ -99,7 +94,7 @@ def global_pointing_correction(tiles): """ for i in range(1, len(cfg['images'])): out = os.path.join(cfg['out_dir'], 'global_pointing_pair_%d.txt' % i) - if not (os.path.isfile(out) and cfg['skip_existing']): + if not os.path.isfile(out): l = [os.path.join(t['dir'], 'pair_%d' % i) for t in tiles] np.savetxt(out, pointing_accuracy.global_from_local(l), fmt='%12.6f') @@ -132,11 +127,6 @@ def rectification_pair(tile, i): print('pair_{} not processed on tile {} {}'.format(i, x, y)) return - if cfg['skip_existing'] and all(os.path.isfile(os.path.join(out_dir, f)) for - f in outputs): - print('rectification done on tile {} {} pair {}'.format(x, y, i)) - return - print('rectifying tile {} {} pair {}...'.format(x, y, i)) try: A = np.loadtxt(os.path.join(out_dir, 'pointing.txt')) @@ -202,11 +192,6 @@ def stereo_matching(tile,i): print('pair_{} not processed on tile {} {}'.format(i, x, y)) return - if cfg['skip_existing'] and all(os.path.isfile(os.path.join(out_dir, f)) for - f in outputs): - print('disparity estimation done on tile {} {} pair {}'.format(x, y, i)) - return - print('estimating disparity on tile {} {} pair {}...'.format(x, y, i)) rect1 = os.path.join(out_dir, 'rectified_ref.tif') rect2 = os.path.join(out_dir, 'rectified_sec.tif') @@ -245,10 +230,6 @@ def disparity_to_height(tile, i): print('pair_{} not processed on tile {} {}'.format(i, x, y)) return - if cfg['skip_existing'] and os.path.isfile(height_map): - print('triangulation done on tile {} {} pair {}'.format(x, y, i)) - return - print('triangulating tile {} {} pair {}...'.format(x, y, i)) rpc1 = cfg['images'][0]['rpc'] rpc2 = cfg['images'][i]['rpc'] @@ -291,10 +272,6 @@ def disparity_to_ply(tile): print('pair_1 not processed on tile {} {}'.format(x, y)) return - if cfg['skip_existing'] and os.path.isfile(ply_file): - print('triangulation done on tile {} {}'.format(x, y)) - return - print('triangulating tile {} {}...'.format(x, y)) # This function is only called when there is a single pair (pair_1) H_ref = os.path.join(out_dir, 'pair_1', 'H_ref.txt') @@ -360,10 +337,6 @@ def multidisparities_to_ply(tile): disp_list = list() rpc_list = list() - if cfg['skip_existing'] and os.path.isfile(ply_file): - print('triangulation done on tile {} {}'.format(x, y)) - return - mask_orig = os.path.join(out_dir, 'cloud_water_image_domain_mask.png') print('triangulating tile {} {}...'.format(x, y)) @@ -527,9 +500,6 @@ def heights_to_ply(tile): plyfile = os.path.join(out_dir, 'cloud.ply') plyextrema = os.path.join(out_dir, 'plyextrema.txt') height_map = os.path.join(out_dir, 'height_map.tif') - if cfg['skip_existing'] and os.path.isfile(plyfile): - print('ply file already exists for tile {} {}'.format(x, y)) - return # H is the homography transforming the coordinates system of the original # full size image into the coordinates system of the crop @@ -540,7 +510,7 @@ def heights_to_ply(tile): else: common.image_qauto(common.image_crop_gdal(cfg['images'][0]['img'], x, y, w, h), colors) - + triangulation.height_map_to_point_cloud(plyfile, height_map, cfg['images'][0]['rpc'], H, colors, utm_zone=cfg['utm_zone'], @@ -602,7 +572,7 @@ def plys_to_dsm(tile): raise common.RunFailure({"command": run_cmd, "environment": os.environ, "output": q}) - # export confidence (optional) + # export confidence (optional) # call to plyflatten might fail, but it won't abort the process # or affect the following steps cmd = ['plyflatten', str(cfg['dsm_resolution']), out_conf] @@ -673,13 +643,13 @@ def global_dsm(tiles): input_file_list = os.path.join(cfg['out_dir'], 'gdalbuildvrt_input_file_list2.txt') if len(dems_list_ok) > 0: - + with open(input_file_list, 'w') as f: f.write(dsms) - + common.run("gdalbuildvrt -vrtnodata nan -input_file_list %s %s" % (input_file_list, out_conf_vrt)) - + common.run(" ".join(["gdal_translate", "-co TILED=YES -co BIGTIFF=IF_SAFER", "%s %s %s" % (projwin, out_conf_vrt, out_conf_tif)])) diff --git a/s2plib/config.py b/s2plib/config.py index 8b502017..1fa4b4f5 100644 --- a/s2plib/config.py +++ b/s2plib/config.py @@ -46,9 +46,6 @@ # debug mode (more verbose logs and intermediate results saved) cfg['debug'] = False -# don't rerun when the output file is already there -cfg['skip_existing'] = False - # resolution of the output digital surface model, in meters per pixel cfg['dsm_resolution'] = 4 From 337493ace67316b31cc08caeb98ded1da3334531 Mon Sep 17 00:00:00 2001 From: Loic Dumas Date: Tue, 26 Feb 2019 10:49:12 +0000 Subject: [PATCH 11/32] remove end2end_cluster since step now has no meaning --- s2p_test.py | 45 --------------------------------------------- 1 file changed, 45 deletions(-) diff --git a/s2p_test.py b/s2p_test.py index 56505231..5d77439a 100644 --- a/s2p_test.py +++ b/s2p_test.py @@ -200,50 +200,6 @@ def end2end(config,ref_dsm,absmean_tol=0.025,percentile_tol=1.): end2end_compare_dsm(computed,expected,absmean_tol,percentile_tol) -def end2end_cluster(config): - print('Configuration file: ',config) - - print('Running end2end in sequential mode to get reference DSM ...') - - test_cfg = s2p.read_config_file(config) - test_cfg['skip_existing'] = True - s2p.main(test_cfg) - - outdir = test_cfg['out_dir'] - expected = s2plib.common.gdal_read_as_array_with_nans(os.path.join(outdir,'dsm.tif')) - print('Running end2end in cluster mode ...') - test_cfg_cluster = dict() - test_cfg_cluster.update(test_cfg) - test_cfg_cluster['out_dir'] = test_cfg_cluster['out_dir'] + "_cluster" - test_cfg_cluster['skip_existing'] = True - - print("Running initialisation step ...") - s2p.main(test_cfg_cluster,["initialisation"]) - - # Retrieve tiles list - outdir = test_cfg_cluster['out_dir'] - tiles_file = os.path.join(outdir,'tiles.txt') - - tiles = s2p.read_tiles(tiles_file) - - print('Found '+str(len(tiles))+' tiles to process') - - for step in s2p.ALL_STEPS: - if s2p.ALL_STEPS[step] is True: - print('Running %s on each tile...' % step) - for tile in tiles: - print('tile : %s' % tile) - tile_cfg_cluster = s2p.read_config_file(tile) - s2p.main(tile_cfg_cluster, [step]) - else: - print('Running %s...' % step) - print('test_cfg_cluster : %s' % test_cfg_cluster) - s2p.main(test_cfg_cluster, [step]) - - computed = s2plib.common.gdal_read_as_array_with_nans(os.path.join(outdir,'dsm.tif')) - - end2end_compare_dsm(computed,expected,0,0) - def end2end_mosaic(config,ref_height_map,absmean_tol=0.025,percentile_tol=1.): test_cfg = s2p.read_config_file(config) @@ -271,7 +227,6 @@ def end2end_mosaic(config,ref_height_map,absmean_tol=0.025,percentile_tol=1.): ('unit_matches_from_rpc', (unit_matches_from_rpc,[])), ('end2end_pair', (end2end, ['testdata/input_pair/config.json','testdata/expected_output/pair/dsm.tif',0.025,1])), ('end2end_triplet', (end2end, ['testdata/input_triplet/config.json','testdata/expected_output/triplet/dsm.tif',0.05,2])), - ('end2end_cluster', (end2end_cluster, ['testdata/input_triplet/config.json'])), ('end2end_mosaic', (end2end_mosaic, ['testdata/input_triplet/config.json','testdata/expected_output/triplet/height_map.tif',0.05,2])), ('end2end_geometric', (end2end, ['testdata/input_triplet/config_geo.json', 'testdata/expected_output/triplet/dsm_geo.tif',0.05,2])), ('unit_distributed_plyflatten', (unit_distributed_plyflatten, ['testdata/input_triplet/config.json']))] From c9abcfcbfc744d76f4b9e02bded50f092d705de0 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 10:57:23 +0000 Subject: [PATCH 12/32] TEST: Fix bugs in sift test --- s2p_test.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/s2p_test.py b/s2p_test.py index 56505231..42700832 100644 --- a/s2p_test.py +++ b/s2p_test.py @@ -60,24 +60,24 @@ def unit_image_keypoints(): for i in range(test_kpts.shape[0]): found = False for j in range(ref_kpts.shape[0]): - dist = np.linalg.norm(test_kpts[i,0:1]-ref_kpts[j,0:1]) + dist = np.linalg.norm(test_kpts[i,0:2]-ref_kpts[j,0:2]) if dist Date: Tue, 26 Feb 2019 10:59:49 +0000 Subject: [PATCH 13/32] ENH: Fix makefiles, write a separate numpy only function, and ensure that library is available at module import --- c/sift/Makefile | 11 +++--- c/sift/sift4ctypes.cpp | 11 +++--- makefile | 10 +++-- s2plib/sift.py | 85 ++++++++++++++++++++++++++++++------------ 4 files changed, 80 insertions(+), 37 deletions(-) diff --git a/c/sift/Makefile b/c/sift/Makefile index 45f52e77..89035265 100644 --- a/c/sift/Makefile +++ b/c/sift/Makefile @@ -13,15 +13,14 @@ OBJ = LibImages/LibImages.o \ Utilities/Parameters.o \ Utilities/Time.o \ Utilities/Utilities.o\ - sift4ctypes.o + sift4ctypes.o \ -LIB = sift4ctypes.so +LIB = libsift4ctypes.so + +all: $(LIB) matching $(LIB): $(OBJ) $(CXX) -fPIC -shared -o $@ $^ - -lib: $(LIB) - clean: - rm -f sift_roi matching $(OBJ) + rm -f $(LIB) matching $(OBJ) diff --git a/c/sift/sift4ctypes.cpp b/c/sift/sift4ctypes.cpp index 7d28611e..7275629e 100644 --- a/c/sift/sift4ctypes.cpp +++ b/c/sift/sift4ctypes.cpp @@ -37,7 +37,7 @@ extern "C"{ const KeyPoint * firstPoint = sift.m_keyPoints->front(); descriptorSize = firstPoint->getNbOri() * firstPoint->getNbHist() * firstPoint->getNbHist(); } - recordSize = descriptorSize + 2; + recordSize = descriptorSize + 4; // Allocate output buffer float * out = new float[recordSize*nbRecords]; @@ -48,12 +48,13 @@ extern "C"{ for(;key != sift.m_keyPoints->end();++key,++currentPoint) { size_t currentIndex = recordSize*currentPoint; - out[currentIndex] = (*key)->getX(); - out[currentIndex+1] = (*key)->getY(); - + out[currentIndex] = (*key)->getY(); + out[currentIndex+1] = (*key)->getX(); + out[currentIndex+2] = (*key)->getSigma(); + out[currentIndex+3] = (*key)->getTheta(); for(unsigned int i = 0; i < descriptorSize;++i) { - out[currentIndex+2+i] = (*key)->getPtrDescr()[i]; + out[currentIndex+4+i] = (*key)->getPtrDescr()[i]; } } return out; diff --git a/makefile b/makefile index 142937ed..ec0ff82f 100644 --- a/makefile +++ b/makefile @@ -21,9 +21,10 @@ endif # names of source and destination directories SRCDIR = c BINDIR = bin +LIBDIR = lib # default rule builds only the programs necessary for the test -default: $(BINDIR) homography sift imscript mgm mgm_multi piio tvl1 lsd +default: $(BINDIR) $(LIBDIR) homography sift imscript mgm mgm_multi piio tvl1 lsd # the "all" rule builds four further correlators all: default msmw3 sgbm mgm_multi @@ -35,6 +36,8 @@ test: default # make sure that the destination directory is built $(BINDIR): mkdir -p $(BINDIR) +$(LIBDIR): + mkdir -p $(LIBDIR) # # four standard "modules": homography, sift, mgm, and mgm_multi @@ -46,7 +49,8 @@ homography: $(BINDIR) sift: $(BINDIR) $(MAKE) -j -C c/sift - + cp c/sift/libsift4ctypes.so $(LIBDIR) + cp c/sift/matching ${BINDIR} mgm: $(MAKE) -C 3rdparty/mgm #cp 3rdparty/mgm/mgm $(BINDIR) @@ -193,7 +197,7 @@ clean_homography: clean_sift: $(MAKE) -C c/sift clean - $(RM) $(BINDIR)/sift_roi + $(RM) $(LIBDIR)/libsift4ctypes.so $(RM) $(BINDIR)/matching clean_asift: diff --git a/s2plib/sift.py b/s2plib/sift.py index 50ddc3c0..b12dd468 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -2,14 +2,12 @@ # Copyright (C) 2015, Gabriele Facciolo # Copyright (C) 2015, Enric Meinhardt - from __future__ import print_function import os import numpy as np import rasterio as rio import ctypes -from ctypes import c_uint, c_float, byref, POINTER from numpy.ctypeslib import ndpointer from s2plib import common @@ -17,6 +15,60 @@ from s2plib import estimation from s2plib.config import cfg +# Locate sift4ctypes library and raise an ImportError if it can not be found +# This call will raise an exception if library can not be found, at import time +sift4ctypes_library = 'libsift4ctypes.so' +ctypes.CDLL(sift4ctypes_library) + +def keypoints_from_nparray(arr,thresh_dog=0.0133,nb_octaves=8, nb_scales=3,offset=None): + """ + Runs SIFT (the keypoints detection and description only, no matching) on an image stored in a 2D numpy array + + It uses Ives Rey Otero's implementation published in IPOL: + http://www.ipol.im/pub/pre/82/ + + Args: + arr: A 2D numpy array respresenting the input image + thresh_dog (optional): Threshold on gaussian derivative + nb_octaves (optional): Number of octaves + nb_scales (optional): Number of scales + offset (optional): offset to apply to sift position in case arr is an extract of a bigger image (beware that keypoints are stored in y,x order) + Returns: + A numpy array of shape (nb_points,132) containing for each row (y,x,scale,orientation, sift_descriptor) + """ + # retrieve numpy buffer dimensions + (h,w) = arr.shape + + # load shared library + lib = ctypes.CDLL(sift4ctypes_library) + + # Set expected args and return types + lib.sift.argtypes = (ndpointer(dtype=ctypes.c_float,shape=(w,h)),ctypes.c_uint,ctypes.c_uint,ctypes.c_float,ctypes.c_uint,ctypes.c_uint,ctypes.POINTER(ctypes.c_uint),ctypes.POINTER(ctypes.c_uint)) + lib.sift.restype = ctypes.POINTER(ctypes.c_float) + + # Create variables to be updated by function call + nb_points = ctypes.c_uint() + desc_size = ctypes.c_uint() + + # Call sift fonction from sift4ctypes.so + keypoints_ptr = lib.sift(arr.astype(np.float32),w,h,thresh_dog,nb_octaves,nb_scales,ctypes.byref(desc_size),ctypes.byref(nb_points)) + + # Transform result into a numpy array + keypoints = np.asarray([keypoints_ptr[i] for i in range(0,nb_points.value*desc_size.value)]) + + # Delete results to release memory + lib.delete_buffer.argtypes=(ctypes.POINTER(ctypes.c_float)), + lib.delete_buffer(keypoints_ptr) + + # Reshape keypoints array + keypoints = keypoints.reshape((nb_points.value,desc_size.value)) + + if offset is not None: + y,x = offset + keypoints[:,0]+=y + keypoints[:,1]+=x + + return keypoints def image_keypoints(im, x, y, w, h, max_nb=None, extra_params=''): """ @@ -39,30 +91,17 @@ def image_keypoints(im, x, y, w, h, max_nb=None, extra_params=''): with rio.open(im) as ds: in_buffer = ds.read(window=((x,x+w),(y,y+h))) - # load shared library - lib = ctypes.CDLL('sift4ctypes.so') + # Detect keypoints on first band + keypoints = keypoints_from_nparray(in_buffer[0,],offset=(y,x)) - # retrieve numpy buffer dimensions - (band,h,w) = in_buffer.shape - - lib.sift.argtypes = (ndpointer(dtype=c_float, shape=(band,w,h)),c_uint, c_uint, c_float,c_uint, c_uint,ctypes.POINTER(c_uint),ctypes.POINTER(c_uint)) - lib.sift.restype = POINTER(c_float) - nb_points = c_uint() - desc_size = c_uint() - keypoints_ptr = lib.sift(in_buffer.astype(np.float32),w,h,0.0133,8,3,byref(desc_size),byref(nb_points)) - - - - print("Number of points:{}".format(nb_points)) - print("Descriptor size:{}".format(desc_size)) - print(repr(keypoints_ptr)) - - keypoints = numpy.array(keypoints_ptr.contents,(nb_points.value,desc_size.value)) - #keypoints = keypoints.reshape((nb_points.value,desc_size.value)) - - # print(keypoints.shape()) + # Limit number of keypoints if needed + if max_nb is not None: + keypoints=keypoints[:max_nb,] keyfile = common.tmpfile('.txt') + + with open(keyfile,'w') as f: + np.savetxt(f,keypoints,delimiter=' ',fmt='%.3f') return keyfile From ae4429c1e775836091de9eba6c1c0faece67b8e4 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 12:05:03 +0000 Subject: [PATCH 14/32] ENH: Remove the extra args option as it will not be supported anymore --- s2plib/sift.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index b12dd468..44e5a253 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -70,7 +70,7 @@ def keypoints_from_nparray(arr,thresh_dog=0.0133,nb_octaves=8, nb_scales=3,offse return keypoints -def image_keypoints(im, x, y, w, h, max_nb=None, extra_params=''): +def image_keypoints(im, x, y, w, h, max_nb=None): """ Runs SIFT (the keypoints detection and description only, no matching). @@ -81,8 +81,6 @@ def image_keypoints(im, x, y, w, h, max_nb=None, extra_params=''): im: path to the input image max_nb (optional): maximal number of keypoints. If more keypoints are detected, those at smallest scales are discarded - extra_params (optional): extra parameters to be passed to the sift - binary Returns: path to the file containing the list of descriptors From 30cd412bd8d486a4a303a9cf7f40895b8736a761 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 12:14:42 +0000 Subject: [PATCH 15/32] ENH: Workaround the LD_LIBRARY_PATH issue, which is not required anymore --- s2plib/sift.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 44e5a253..3957f52c 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -15,9 +15,13 @@ from s2plib import estimation from s2plib.config import cfg -# Locate sift4ctypes library and raise an ImportError if it can not be found -# This call will raise an exception if library can not be found, at import time -sift4ctypes_library = 'libsift4ctypes.so' +# Locate sift4ctypes library and raise an ImportError if it can not be +# found This call will raise an exception if library can not be found, +# at import time + +# TODO: This is kind of ugly. Cleaner way to do this is to update +# LD_LIBRARY_PATH, which we should do once we have a proper config file +sift4ctypes_library = os.path.join(os.path.dirname(os.path.abspath(__file__)),'../lib/libsift4ctypes.so') ctypes.CDLL(sift4ctypes_library) def keypoints_from_nparray(arr,thresh_dog=0.0133,nb_octaves=8, nb_scales=3,offset=None): From 472e6e8457951014b4f0720f5b0c961bfbbec36d Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 12:16:56 +0000 Subject: [PATCH 16/32] ENH: Remove unused source file --- c/sift/sift_roi.cpp | 120 -------------------------------------------- 1 file changed, 120 deletions(-) delete mode 100644 c/sift/sift_roi.cpp diff --git a/c/sift/sift_roi.cpp b/c/sift/sift_roi.cpp deleted file mode 100644 index 5e385ac8..00000000 --- a/c/sift/sift_roi.cpp +++ /dev/null @@ -1,120 +0,0 @@ -#include -#include - -#include -#include - -#include "Utilities/Time.h" -#include "Utilities/Parameters.h" -#include "LibImages/LibImages.h" -#include "LibSift/LibSift.h" - -#include "pickopt.c" - - -static void print_help(char *v[]) -{ - fprintf(stderr, "usage:\n\t%s file.tif [x y w h] [-o file]" - // 0 1 2 3 4 5 - // " [-b] [--verbose] [--thresh-dog t (0.0133)]" - " [--verbose] [--thresh-dog t (0.0133)]" - " [--scale-space-noct n (8)] [--scale-space-nspo n (3)]\n", *v); -} - - -int main(int c, char *v[]) { - if (c < 2) { - print_help(v); - return 1; - } - - // initialise time - Time time; - - // optional arguments - const char *output_file = pick_option(&c, &v, "o", "/dev/stdout"); - //bool binary = (bool) pick_option(&c, &v, "b", NULL); - bool verbose = (bool) pick_option(&c, &v, "-verbose", NULL); - //int max_nb_pts = atoi(pick_option(&c, &v, "-max-nb-pts", "INT_MAX")); - float thresh_dog = (float) atof(pick_option(&c, &v, "-thresh-dog", "0.0133")); - int ss_noct = atoi(pick_option(&c, &v, "-scale-space-noct", "8")); - int ss_nspo = atoi(pick_option(&c, &v, "-scale-space-nspo", "3")); - - // open the input image - GDALAllRegister(); - GDALDatasetH hDataset = GDALOpen(v[1], GA_ReadOnly); - if (hDataset == NULL) { - fprintf(stderr, "ERROR: can't open %s\n", v[1]); - return 1; - } - int size_x = GDALGetRasterXSize(hDataset); - int size_y = GDALGetRasterYSize(hDataset); - - // define the rectangular region of interest (roi) - int x, y, w, h; - if (c == 6) { - x = atoi(v[2]); - y = atoi(v[3]); - w = atoi(v[4]); - h = atoi(v[5]); - } else { - x = 0; - y = 0; - w = size_x; - h = size_y; - } - - // clip roi to stay inside the image boundaries - if (x < 0) { - w += x; - x = 0; - } - if (y < 0) { - h += y; - y = 0; - } - if (x + w > size_x) - w = size_x - x; - if (y + h > size_y) - h = size_y - y; - if (w <= 0 || h <= 0) { - fprintf(stderr, "ERROR: empty roi\n"); - return 1; - } - - // read roi - GDALRasterBandH hBand = GDALGetRasterBand(hDataset, 1); - float *roi = (float *) CPLMalloc(sizeof(float)*w*h); - CPLErr ee = GDALRasterIO(hBand, GF_Read, x, y, w, h, roi, w, h, GDT_Float32, 0, 0); - GDALClose(hDataset); - if (verbose) time.get_time("read roi", 35); - Image im(roi, (const size_t) w, (const size_t) h, 1); - if (verbose) time.get_time("copy roi into Marc's image object", 35); - CPLFree(roi); - - // prepare params object - Parameters params; - params.setDefaultValues(); - params.set_thresh_dog(thresh_dog); - params.set_noct(ss_noct); - params.set_nspo(ss_nspo); - - // run sift - Sift sift(params); - if (verbose) time.get_time("initialization", 35); - sift.computeKeyPoints(im); - if (verbose) time.get_time("compute keypoints", 35); - - // add (x, y) offset to keypoints coordinates - std::list::iterator key = sift.m_keyPoints->begin(); - for (; key != sift.m_keyPoints->end(); key++) { - (*key)->setX((*key)->getX() + y); // in Ives' conventions x is the row index - (*key)->setY((*key)->getY() + x); - } - if (verbose) time.get_time("add offset", 35); - - // write output - sift.writeKeyPoints(output_file); - if (verbose) time.get_time("write output", 35); - return 0; -} From 53763db8ab1d147284e2df887ee3163b4ab7396a Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 12:21:39 +0000 Subject: [PATCH 17/32] DOC: Add functions documentation in C part and update copyright notices --- c/sift/sift4ctypes.cpp | 15 +++++++++++++-- s2plib/sift.py | 1 + 2 files changed, 14 insertions(+), 2 deletions(-) diff --git a/c/sift/sift4ctypes.cpp b/c/sift/sift4ctypes.cpp index 7275629e..bb7359e5 100644 --- a/c/sift/sift4ctypes.cpp +++ b/c/sift/sift4ctypes.cpp @@ -1,3 +1,5 @@ +// Copyright (C) 2019, Julien Michel (CNES) + #include #include "Utilities/Parameters.h" @@ -5,7 +7,14 @@ #include "LibSift/LibSift.h" extern "C"{ - + /** + * This function is meant to be mapped to python using ctypes. + * + * It computes sifts points of input_buffer which is interpreted as a w x h image. + * Keypoints are returned as a linear buffer of float of size recordSize * nbRecords. + * + * This buffer is the responsibiliy of the caller and should be freed by her. + */ float * sift(const float * input_buffer, const size_t w, const size_t h, const float thresh_dog, const unsigned int ss_noct, @@ -59,7 +68,9 @@ extern "C"{ } return out; } - + /** + * This function allows to free the float buffer from python. + */ void delete_buffer(float * buffer) { if (buffer != NULL) diff --git a/s2plib/sift.py b/s2plib/sift.py index 3957f52c..07f50208 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -1,6 +1,7 @@ # Copyright (C) 2015, Carlo de Franchis # Copyright (C) 2015, Gabriele Facciolo # Copyright (C) 2015, Enric Meinhardt +# Copyright (C) 2019, Julien Michel (CNES) from __future__ import print_function import os From f17622bdac8952242b140148612491c433b3b500 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 12:22:53 +0000 Subject: [PATCH 18/32] STY: autopep8 --- s2plib/sift.py | 57 +++++++++++++++++++++++++++++--------------------- 1 file changed, 33 insertions(+), 24 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 07f50208..2eb3c4c0 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -18,14 +18,16 @@ # Locate sift4ctypes library and raise an ImportError if it can not be # found This call will raise an exception if library can not be found, -# at import time +# at import time # TODO: This is kind of ugly. Cleaner way to do this is to update # LD_LIBRARY_PATH, which we should do once we have a proper config file -sift4ctypes_library = os.path.join(os.path.dirname(os.path.abspath(__file__)),'../lib/libsift4ctypes.so') +sift4ctypes_library = os.path.join(os.path.dirname( + os.path.abspath(__file__)), '../lib/libsift4ctypes.so') ctypes.CDLL(sift4ctypes_library) -def keypoints_from_nparray(arr,thresh_dog=0.0133,nb_octaves=8, nb_scales=3,offset=None): + +def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, offset=None): """ Runs SIFT (the keypoints detection and description only, no matching) on an image stored in a 2D numpy array @@ -41,14 +43,15 @@ def keypoints_from_nparray(arr,thresh_dog=0.0133,nb_octaves=8, nb_scales=3,offse Returns: A numpy array of shape (nb_points,132) containing for each row (y,x,scale,orientation, sift_descriptor) """ - # retrieve numpy buffer dimensions - (h,w) = arr.shape + # retrieve numpy buffer dimensions + (h, w) = arr.shape - # load shared library + # load shared library lib = ctypes.CDLL(sift4ctypes_library) # Set expected args and return types - lib.sift.argtypes = (ndpointer(dtype=ctypes.c_float,shape=(w,h)),ctypes.c_uint,ctypes.c_uint,ctypes.c_float,ctypes.c_uint,ctypes.c_uint,ctypes.POINTER(ctypes.c_uint),ctypes.POINTER(ctypes.c_uint)) + lib.sift.argtypes = (ndpointer(dtype=ctypes.c_float, shape=(w, h)), ctypes.c_uint, ctypes.c_uint, ctypes.c_float, + ctypes.c_uint, ctypes.c_uint, ctypes.POINTER(ctypes.c_uint), ctypes.POINTER(ctypes.c_uint)) lib.sift.restype = ctypes.POINTER(ctypes.c_float) # Create variables to be updated by function call @@ -56,25 +59,28 @@ def keypoints_from_nparray(arr,thresh_dog=0.0133,nb_octaves=8, nb_scales=3,offse desc_size = ctypes.c_uint() # Call sift fonction from sift4ctypes.so - keypoints_ptr = lib.sift(arr.astype(np.float32),w,h,thresh_dog,nb_octaves,nb_scales,ctypes.byref(desc_size),ctypes.byref(nb_points)) + keypoints_ptr = lib.sift(arr.astype(np.float32), w, h, thresh_dog, + nb_octaves, nb_scales, ctypes.byref(desc_size), ctypes.byref(nb_points)) # Transform result into a numpy array - keypoints = np.asarray([keypoints_ptr[i] for i in range(0,nb_points.value*desc_size.value)]) - + keypoints = np.asarray([keypoints_ptr[i] + for i in range(0, nb_points.value*desc_size.value)]) + # Delete results to release memory - lib.delete_buffer.argtypes=(ctypes.POINTER(ctypes.c_float)), + lib.delete_buffer.argtypes = (ctypes.POINTER(ctypes.c_float)), lib.delete_buffer(keypoints_ptr) # Reshape keypoints array - keypoints = keypoints.reshape((nb_points.value,desc_size.value)) + keypoints = keypoints.reshape((nb_points.value, desc_size.value)) if offset is not None: - y,x = offset - keypoints[:,0]+=y - keypoints[:,1]+=x + y, x = offset + keypoints[:, 0] += y + keypoints[:, 1] += x return keypoints + def image_keypoints(im, x, y, w, h, max_nb=None): """ Runs SIFT (the keypoints detection and description only, no matching). @@ -92,20 +98,20 @@ def image_keypoints(im, x, y, w, h, max_nb=None): """ # Read file with rasterio with rio.open(im) as ds: - in_buffer = ds.read(window=((x,x+w),(y,y+h))) + in_buffer = ds.read(window=((x, x+w), (y, y+h))) # Detect keypoints on first band - keypoints = keypoints_from_nparray(in_buffer[0,],offset=(y,x)) + keypoints = keypoints_from_nparray(in_buffer[0, ], offset=(y, x)) # Limit number of keypoints if needed if max_nb is not None: - keypoints=keypoints[:max_nb,] + keypoints = keypoints[:max_nb, ] keyfile = common.tmpfile('.txt') - with open(keyfile,'w') as f: - np.savetxt(f,keypoints,delimiter=' ',fmt='%.3f') - + with open(keyfile, 'w') as f: + np.savetxt(f, keypoints, delimiter=' ', fmt='%.3f') + return keyfile @@ -137,7 +143,8 @@ def keypoints_match(k1, k2, method='relative', sift_thresh=0.6, F=None, """ # compute matches mfile = common.tmpfile('.txt') - cmd = "matching %s %s -o %s --sift-threshold %f" % (k1, k2, mfile, sift_thresh) + cmd = "matching %s %s -o %s --sift-threshold %f" % ( + k1, k2, mfile, sift_thresh) if method == 'absolute': cmd += " --absolute" if F is not None: @@ -194,8 +201,10 @@ def matches_on_rpc_roi(im1, im2, rpc1, rpc2, x, y, w, h): # if less than 10 matches, lower thresh_dog. An alternative would be ASIFT thresh_dog = 0.0133 for i in range(2): - p1 = image_keypoints(im1, x, y, w, h, extra_params='--thresh-dog %f' % thresh_dog) - p2 = image_keypoints(im2, x2, y2, w2, h2, extra_params='--thresh-dog %f' % thresh_dog) + p1 = image_keypoints( + im1, x, y, w, h, extra_params='--thresh-dog %f' % thresh_dog) + p2 = image_keypoints(im2, x2, y2, w2, h2, + extra_params='--thresh-dog %f' % thresh_dog) matches = keypoints_match(p1, p2, method, cfg['sift_match_thresh'], F, model='fundamental', epipolar_threshold=cfg['max_pointing_error']) From fae00fc5fa3dca94e4bbd5bb8359760d0a52b2a8 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 13:22:18 +0000 Subject: [PATCH 19/32] BUG: Forgot to propagate removal of extra_params --- s2plib/sift.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 2eb3c4c0..8377b032 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -81,7 +81,7 @@ def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, of return keypoints -def image_keypoints(im, x, y, w, h, max_nb=None): +def image_keypoints(im, x, y, w, h, max_nb=None, thresh_dog=0.0133, nb_octaves=8, nb_scales=3): """ Runs SIFT (the keypoints detection and description only, no matching). @@ -101,7 +101,8 @@ def image_keypoints(im, x, y, w, h, max_nb=None): in_buffer = ds.read(window=((x, x+w), (y, y+h))) # Detect keypoints on first band - keypoints = keypoints_from_nparray(in_buffer[0, ], offset=(y, x)) + keypoints = keypoints_from_nparray( + in_buffer[0, ], thresh_dog=thresh_dog, nb_octaves=nb_octaves, nb_scales=nb_scales, offset=(y, x)) # Limit number of keypoints if needed if max_nb is not None: @@ -202,9 +203,9 @@ def matches_on_rpc_roi(im1, im2, rpc1, rpc2, x, y, w, h): thresh_dog = 0.0133 for i in range(2): p1 = image_keypoints( - im1, x, y, w, h, extra_params='--thresh-dog %f' % thresh_dog) + im1, x, y, w, h, thresh_dog=thresh_dog) p2 = image_keypoints(im2, x2, y2, w2, h2, - extra_params='--thresh-dog %f' % thresh_dog) + thresh_dog=thresh_dog) matches = keypoints_match(p1, p2, method, cfg['sift_match_thresh'], F, model='fundamental', epipolar_threshold=cfg['max_pointing_error']) From 07635fd25b232cc6d83ea388d1af1da4fade6747 Mon Sep 17 00:00:00 2001 From: Loic Dumas Date: Tue, 26 Feb 2019 14:11:50 +0000 Subject: [PATCH 20/32] steps are now always part of s2p process from top to bottom --- s2p.py | 123 +++++++++++++++++++++++---------------------------------- 1 file changed, 50 insertions(+), 73 deletions(-) diff --git a/s2p.py b/s2p.py index e60435d0..d27938eb 100755 --- a/s2p.py +++ b/s2p.py @@ -685,35 +685,16 @@ def global_dsm(tiles): "%s %s %s" % (projwin, out_conf_vrt, out_conf_tif)])) -# ALL_STEPS is a ordonned dictionary : key = 'stepname' : value = is_distributed (True/False) -# initialization : pass in a sequence of tuples -ALL_STEPS = [('initialisation', False), - ('local-pointing', True), - ('global-pointing', False), - ('rectification', True), - ('matching', True), - ('triangulation', True), - ('disparity-to-height', True), - ('global-mean-heights', False), - ('heights-to-ply', True), - ('local-dsm-rasterization', True), - ('global-dsm-rasterization', False) ] -ALL_STEPS = collections.OrderedDict(ALL_STEPS) - - -def main(user_cfg, steps=ALL_STEPS): +def main(user_cfg): """ Launch the s2p pipeline with the parameters given in a json file. Args: user_cfg: user config dictionary - steps: either a string (single step) or a list of strings (several - steps) """ common.print_elapsed_time.t0 = datetime.datetime.now() initialization.build_cfg(user_cfg) - if 'initialisation' in steps: - initialization.make_dirs() + initialization.make_dirs() # multiprocessing setup nb_workers = multiprocessing.cpu_count() # nb of available cores @@ -722,69 +703,67 @@ def main(user_cfg, steps=ALL_STEPS): tw, th = initialization.adjust_tile_size() tiles_txt = os.path.join(cfg['out_dir'],'tiles.txt') - create_masks = 'initialisation' in steps - tiles = initialization.tiles_full_info(tw, th, tiles_txt, create_masks) + tiles = initialization.tiles_full_info(tw, th, tiles_txt, create_masks=True) - if 'initialisation' in steps: - # Write the list of json files to outdir/tiles.txt - with open(tiles_txt,'w') as f: - for t in tiles: - f.write(t['json']+os.linesep) + # initialisation step: + # Write the list of json files to outdir/tiles.txt + with open(tiles_txt,'w') as f: + for t in tiles: + f.write(t['json']+os.linesep) n = len(cfg['images']) tiles_pairs = [(t, i) for i in range(1, n) for t in tiles] - if 'local-pointing' in steps: - print('correcting pointing locally...') - parallel.launch_calls(pointing_correction, tiles_pairs, nb_workers) + # local-pointing step: + print('correcting pointing locally...') + parallel.launch_calls(pointing_correction, tiles_pairs, nb_workers) - if 'global-pointing' in steps: - print('correcting pointing globally...') - global_pointing_correction(tiles) - common.print_elapsed_time() + # global-pointing step: + print('correcting pointing globally...') + global_pointing_correction(tiles) + common.print_elapsed_time() - if 'rectification' in steps: - print('rectifying tiles...') - parallel.launch_calls(rectification_pair, tiles_pairs, nb_workers) + # rectification step: + print('rectifying tiles...') + parallel.launch_calls(rectification_pair, tiles_pairs, nb_workers) - if 'matching' in steps: - print('running stereo matching...') - parallel.launch_calls(stereo_matching, tiles_pairs, nb_workers) + # matching step: + print('running stereo matching...') + parallel.launch_calls(stereo_matching, tiles_pairs, nb_workers) if n > 2 and cfg['triangulation_mode'] == 'pairwise': - if 'disparity-to-height' in steps: - print('computing height maps...') - parallel.launch_calls(disparity_to_height, tiles_pairs, nb_workers) + # disparity-to-height step: + print('computing height maps...') + parallel.launch_calls(disparity_to_height, tiles_pairs, nb_workers) - print('computing local pairwise height offsets...') - parallel.launch_calls(mean_heights, tiles, nb_workers) + print('computing local pairwise height offsets...') + parallel.launch_calls(mean_heights, tiles, nb_workers) - if 'global-mean-heights' in steps: - print('computing global pairwise height offsets...') - global_mean_heights(tiles) - - if 'heights-to-ply' in steps: - print('merging height maps and computing point clouds...') - parallel.launch_calls(heights_to_ply, tiles, nb_workers) + # global-mean-heights step: + print('computing global pairwise height offsets...') + global_mean_heights(tiles) + # heights-to-ply step: + print('merging height maps and computing point clouds...') + parallel.launch_calls(heights_to_ply, tiles, nb_workers) else: - if 'triangulation' in steps: - print('triangulating tiles...') - if cfg['triangulation_mode'] == 'geometric': - parallel.launch_calls(multidisparities_to_ply, tiles, nb_workers) - elif cfg['triangulation_mode'] == 'pairwise': - parallel.launch_calls(disparity_to_ply, tiles, nb_workers) - else: - raise ValueError("possible values for 'triangulation_mode' : 'pairwise' or 'geometric'") - - if 'local-dsm-rasterization' in steps: - print('computing DSM by tile...') - parallel.launch_calls(plys_to_dsm, tiles, nb_workers) - - if 'global-dsm-rasterization' in steps: - print('computing global DSM...') - global_dsm(tiles) - common.print_elapsed_time() + # triangulation step: + print('triangulating tiles...') + if cfg['triangulation_mode'] == 'geometric': + parallel.launch_calls(multidisparities_to_ply, tiles, nb_workers) + elif cfg['triangulation_mode'] == 'pairwise': + parallel.launch_calls(disparity_to_ply, tiles, nb_workers) + else: + raise ValueError("possible values for 'triangulation_mode' : 'pairwise' or 'geometric'") + + # local-dsm-rasterization step: + print('computing DSM by tile...') + parallel.launch_calls(plys_to_dsm, tiles, nb_workers) + + # global-dsm-rasterization step: + print('computing global DSM...') + global_dsm(tiles) + common.print_elapsed_time() # cleanup common.garbage_cleanup() @@ -844,13 +823,11 @@ def read_config_file(config_file): help=('path to a json file containing the paths to ' 'input and output files and the algorithm ' 'parameters')) - parser.add_argument('--step', type=str, choices=ALL_STEPS, - default=ALL_STEPS) args = parser.parse_args() user_cfg = read_config_file(args.config) - main(user_cfg, args.step) + main(user_cfg) # Backup input file for sanity check if not args.config.startswith(os.path.abspath(cfg['out_dir']+os.sep)): From 57640eb9500a866172c4f5da9d45deb24357201d Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 14:15:53 +0000 Subject: [PATCH 21/32] DOC/TEST: Update travis config and README.md with rasterio, filter rasterio warning --- .travis.yml | 4 ++-- README.md | 2 +- s2plib/sift.py | 3 +++ 3 files changed, 6 insertions(+), 3 deletions(-) diff --git a/.travis.yml b/.travis.yml index 11a9eb14..16cc2c20 100644 --- a/.travis.yml +++ b/.travis.yml @@ -25,11 +25,11 @@ before_install: - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew unlink gdal && (brew install gcc || brew link --overwrite gcc) && brew install geographiclib fftw; fi install: - - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install numpy utm bs4 requests; fi + - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install numpy rasterio utm bs4 requests; fi - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pip install GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}'); fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then wget http://www.kyngchaos.com/files/software/frameworks/GDAL_Complete-2.1.dmg; fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then X=$(echo `hdiutil mount GDAL_Complete-2.1.dmg | tail -1 | awk '{$1=$2=""; print $0}'` | xargs -0 echo) && sudo installer -pkg "${X}/"GDAL\ Complete.pkg -target /; export PATH="/Library/Frameworks/GDAL.framework/Programs:$PATH"; fi - - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install numpy utm bs4 requests; fi + - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install numpy rasterio utm bs4 requests; fi - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then pip2 install GDAL==$(gdal-config --version | awk -F'[.]' '{print $1"."$2}') --global-option build_ext --global-option=`gdal-config --cflags` --global-option build_ext --global-option=-L`gdal-config --prefix`/unix/lib/; fi script: diff --git a/README.md b/README.md index f5d2a68c..abb70e1e 100644 --- a/README.md +++ b/README.md @@ -74,7 +74,7 @@ Required dependencies (Ubuntu 16.04): and - pip install utm bs4 lxml requests + pip install utm bs4 lxml requests rasterio `gdal` version must be 2.1.0 or newer. diff --git a/s2plib/sift.py b/s2plib/sift.py index 8377b032..17ab69fe 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -7,6 +7,7 @@ import os import numpy as np +import warnings import rasterio as rio import ctypes from numpy.ctypeslib import ndpointer @@ -26,6 +27,8 @@ os.path.abspath(__file__)), '../lib/libsift4ctypes.so') ctypes.CDLL(sift4ctypes_library) +# Filter warnings from rasterio reading files wihtout georeferencing +warnings.filterwarnings("ignore",category=rasterio.errors.NotGeoreferencedWarning) def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, offset=None): """ From 5d517fa9644b7dc003a89f0ebe62aafde509e79a Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 14:24:54 +0000 Subject: [PATCH 22/32] BUG: Wrong module short name --- s2plib/sift.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 17ab69fe..7600675e 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -28,7 +28,7 @@ ctypes.CDLL(sift4ctypes_library) # Filter warnings from rasterio reading files wihtout georeferencing -warnings.filterwarnings("ignore",category=rasterio.errors.NotGeoreferencedWarning) +warnings.filterwarnings("ignore",category=rio.errors.NotGeoreferencedWarning) def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, offset=None): """ From 6226f5aefe1d29fe2252a438070bef1c3978a934 Mon Sep 17 00:00:00 2001 From: Loic Dumas Date: Tue, 26 Feb 2019 15:06:04 +0000 Subject: [PATCH 23/32] force computation of global pointing corrections --- s2p.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/s2p.py b/s2p.py index 9b1db304..ad019fa8 100755 --- a/s2p.py +++ b/s2p.py @@ -94,13 +94,12 @@ def global_pointing_correction(tiles): """ for i in range(1, len(cfg['images'])): out = os.path.join(cfg['out_dir'], 'global_pointing_pair_%d.txt' % i) - if not os.path.isfile(out): - l = [os.path.join(t['dir'], 'pair_%d' % i) for t in tiles] - np.savetxt(out, pointing_accuracy.global_from_local(l), - fmt='%12.6f') - if cfg['clean_intermediate']: - for d in l: - common.remove(os.path.join(d, 'center_keypts_sec.txt')) + l = [os.path.join(t['dir'], 'pair_%d' % i) for t in tiles] + np.savetxt(out, pointing_accuracy.global_from_local(l), + fmt='%12.6f') + if cfg['clean_intermediate']: + for d in l: + common.remove(os.path.join(d, 'center_keypts_sec.txt')) def rectification_pair(tile, i): From 24eb611d0130b45c58843e65463f837074018be1 Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Tue, 26 Feb 2019 15:33:18 +0000 Subject: [PATCH 24/32] BUG: Fix rasterio windowing convention --- s2plib/sift.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 7600675e..5f58c0aa 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -28,7 +28,8 @@ ctypes.CDLL(sift4ctypes_library) # Filter warnings from rasterio reading files wihtout georeferencing -warnings.filterwarnings("ignore",category=rio.errors.NotGeoreferencedWarning) +warnings.filterwarnings("ignore", category=rio.errors.NotGeoreferencedWarning) + def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, offset=None): """ @@ -53,7 +54,7 @@ def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, of lib = ctypes.CDLL(sift4ctypes_library) # Set expected args and return types - lib.sift.argtypes = (ndpointer(dtype=ctypes.c_float, shape=(w, h)), ctypes.c_uint, ctypes.c_uint, ctypes.c_float, + lib.sift.argtypes = (ndpointer(dtype=ctypes.c_float, shape=(h, w)), ctypes.c_uint, ctypes.c_uint, ctypes.c_float, ctypes.c_uint, ctypes.c_uint, ctypes.POINTER(ctypes.c_uint), ctypes.POINTER(ctypes.c_uint)) lib.sift.restype = ctypes.POINTER(ctypes.c_float) @@ -99,9 +100,10 @@ def image_keypoints(im, x, y, w, h, max_nb=None, thresh_dog=0.0133, nb_octaves=8 Returns: path to the file containing the list of descriptors """ + # Read file with rasterio with rio.open(im) as ds: - in_buffer = ds.read(window=((x, x+w), (y, y+h))) + in_buffer = ds.read(window=rio.windows.Window(x, y, w, h)) # Detect keypoints on first band keypoints = keypoints_from_nparray( From 3c408260d4be21faa4e065146707bb84988ea9a8 Mon Sep 17 00:00:00 2001 From: David Youssefi Date: Wed, 27 Feb 2019 10:36:20 +0100 Subject: [PATCH 25/32] BUG: Invert offset --- s2plib/sift.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 5f58c0aa..377e116b 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -43,7 +43,7 @@ def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, of thresh_dog (optional): Threshold on gaussian derivative nb_octaves (optional): Number of octaves nb_scales (optional): Number of scales - offset (optional): offset to apply to sift position in case arr is an extract of a bigger image (beware that keypoints are stored in y,x order) + offset (optional): offset to apply to sift position in case arr is an extract of a bigger image Returns: A numpy array of shape (nb_points,132) containing for each row (y,x,scale,orientation, sift_descriptor) """ @@ -78,9 +78,9 @@ def keypoints_from_nparray(arr, thresh_dog=0.0133, nb_octaves=8, nb_scales=3, of keypoints = keypoints.reshape((nb_points.value, desc_size.value)) if offset is not None: - y, x = offset - keypoints[:, 0] += y - keypoints[:, 1] += x + x, y = offset + keypoints[:, 0] += x + keypoints[:, 1] += y return keypoints @@ -107,7 +107,7 @@ def image_keypoints(im, x, y, w, h, max_nb=None, thresh_dog=0.0133, nb_octaves=8 # Detect keypoints on first band keypoints = keypoints_from_nparray( - in_buffer[0, ], thresh_dog=thresh_dog, nb_octaves=nb_octaves, nb_scales=nb_scales, offset=(y, x)) + in_buffer[0, ], thresh_dog=thresh_dog, nb_octaves=nb_octaves, nb_scales=nb_scales, offset=(x, y)) # Limit number of keypoints if needed if max_nb is not None: From b1d117da885bd374e8d0e75c43b168980ab9d208 Mon Sep 17 00:00:00 2001 From: David Youssefi Date: Wed, 27 Feb 2019 10:46:15 +0100 Subject: [PATCH 26/32] BUG: Forget clip roi to stay inside the image boundaries --- s2plib/sift.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/s2plib/sift.py b/s2plib/sift.py index 377e116b..3b321ba9 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -103,6 +103,15 @@ def image_keypoints(im, x, y, w, h, max_nb=None, thresh_dog=0.0133, nb_octaves=8 # Read file with rasterio with rio.open(im) as ds: + # clip roi to stay inside the image boundaries + # - if x and y must be positive else resize (w, h) + w += min(x, 0) + h += min(y, 0) + x = max(x, 0) + y = max(y, 0) + # - if extract not completely inside the full image resize (w, h) + w = min(w, ds.width - x) + h = min(h, ds.height - y) in_buffer = ds.read(window=rio.windows.Window(x, y, w, h)) # Detect keypoints on first band From dfa5be9ff01aaba5557123bf1da29f2ee446fc28 Mon Sep 17 00:00:00 2001 From: Gabriele Facciolo Date: Sat, 2 Mar 2019 20:00:43 +0100 Subject: [PATCH 27/32] [hotfix] index error in utm_bbx use --- s2p.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/s2p.py b/s2p.py index d27938eb..33e790ea 100755 --- a/s2p.py +++ b/s2p.py @@ -565,7 +565,7 @@ def plys_to_dsm(tile): if 'utm_bbx' in cfg: bbx = cfg['utm_bbx'] global_xoff = bbx[0] - global_yoff = bbx[3] + global_yoff = bbx[2] else: global_xoff = 0 # arbitrary reference global_yoff = 0 # arbitrary reference From c305eee934eee0633d67236c9f16e6ad4a25f7a6 Mon Sep 17 00:00:00 2001 From: David Youssefi Date: Tue, 5 Mar 2019 08:59:11 +0100 Subject: [PATCH 28/32] [feature] (re)add c/egm96-15.pgm (needed by geographiclib.py) --- c/egm96-15.pgm | Bin 0 -> 2076888 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 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z`AGV>`Y8LDYxMm{_;Jw@(y{U*r(+n_11eji6@g0EgjIpc*l1;-QZ{|7X~m!tHab6FN5kyAeS@=jgq_jq61U2e^{a8R*5Yc(-TEO)*l)u9@|3++sVZl`6PDc#&FX#{ zvi1kK7i-n(kKDDDw%6KKrR_CGC~2?RM{8I$^Z7bfF|TG`U&|U+v!=eD)z`8n8C{4o zt~L6&&S)qnl#P)+I?9`){bVQ{hCLL$zZ4q~&lz$DsmG(1j f1ky$zZ3NOrAZ-NFMj&kj(ncU{1ky&}q9gEMx^}iv literal 0 HcmV?d00001 From d11641cad0ae1517fcb09c3ff26ed5e04d2cae00 Mon Sep 17 00:00:00 2001 From: David Youssefi Date: Tue, 5 Mar 2019 10:47:02 +0100 Subject: [PATCH 29/32] [feature] remove irrelevant warnings and errors --- s2plib/common.py | 8 ++++---- s2plib/initialization.py | 9 ++++++--- s2plib/masking.py | 20 +++++++++++++------- 3 files changed, 23 insertions(+), 14 deletions(-) diff --git a/s2plib/common.py b/s2plib/common.py index c57cf6e7..663de3e8 100644 --- a/s2plib/common.py +++ b/s2plib/common.py @@ -201,10 +201,10 @@ def rasterio_write(path, array, profile={}, tags={}): dtype=array.dtype) # write to file - with rasterio.open(path, 'w', **profile) as dst: - dst.write(np.transpose(array, (2, 0, 1))) - dst.update_tags(**tags) - + with rasterio.Env(): + with rasterio.open(path, 'w', **profile) as dst: + dst.write(np.transpose(array, (2, 0, 1))) + dst.update_tags(**tags) def image_apply_homography(out, im, H, w, h): """ diff --git a/s2plib/initialization.py b/s2plib/initialization.py index 0065802f..43071c59 100644 --- a/s2plib/initialization.py +++ b/s2plib/initialization.py @@ -10,6 +10,7 @@ import json import copy import shutil +import warnings import numpy as np from s2plib import common @@ -297,9 +298,11 @@ def tiles_full_info(tw, th, tiles_txt, create_masks=False): json.dump(tile_cfg, f, indent=2,default=workaround_json_int64) # save the mask - common.rasterio_write(os.path.join(tile['dir'], - 'cloud_water_image_domain_mask.png'), - mask.astype(np.uint8)) + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') + common.rasterio_write(os.path.join(tile['dir'], + 'cloud_water_image_domain_mask.png'), + mask.astype(np.uint8)) else: if len(tiles_coords) == 1: tiles.append(create_tile(tiles_coords[0], neighborhood_coords_dict)) diff --git a/s2plib/masking.py b/s2plib/masking.py index 31b40a6d..e4bcdecb 100644 --- a/s2plib/masking.py +++ b/s2plib/masking.py @@ -6,6 +6,7 @@ import os import subprocess import numpy as np +import warnings import rasterio from s2plib import common @@ -41,9 +42,10 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, subprocess.check_call('cldmask %d %d -h "%s" %s %s' % (w, h, hij, roi_gml, tmp), shell=True) - - with rasterio.open(tmp, 'r') as f: - mask = np.logical_and(mask, f.read().squeeze()) + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') + with rasterio.open(tmp, 'r') as f: + mask = np.logical_and(mask, f.read().squeeze()) if not mask.any(): return mask @@ -53,16 +55,20 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, subprocess.check_call('cldmask %d %d -h "%s" %s %s' % (w, h, hij, cld_gml, tmp), shell=True) - with rasterio.open(tmp, 'r') as f: - mask = np.logical_and(mask, ~f.read().squeeze().astype(bool)) + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') + with rasterio.open(tmp, 'r') as f: + mask = np.logical_and(mask, ~f.read().squeeze().astype(bool)) if not mask.any(): return mask if wat_msk is not None: # water mask (raster) x, y, w, h = map(int, (x, y, w, h)) - with rasterio.open(wat_msk, 'r') as f: - mask = np.logical_and(mask, f.read(window=((y, y+h), (x, x+w))).squeeze()) + with warnings.catch_warnings(): + warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') + with rasterio.open(wat_msk, 'r') as f: + mask = np.logical_and(mask, f.read(window=((y, y+h), (x, x+w))).squeeze()) return mask From 69bca13045749aea5a5baadd110b0a06ffdbcb49 Mon Sep 17 00:00:00 2001 From: Carlo de Franchis Date: Tue, 5 Mar 2019 11:25:47 +0100 Subject: [PATCH 30/32] [refactor] factorize rasterio warnings filtering --- s2plib/common.py | 6 ++++++ s2plib/initialization.py | 8 +++----- s2plib/masking.py | 22 ++++++++++------------ 3 files changed, 19 insertions(+), 17 deletions(-) diff --git a/s2plib/common.py b/s2plib/common.py index 663de3e8..8be4b1fb 100644 --- a/s2plib/common.py +++ b/s2plib/common.py @@ -9,6 +9,7 @@ import sys import errno import datetime +import warnings import tempfile import subprocess import numpy as np @@ -18,6 +19,10 @@ from s2plib.config import cfg +# silent rasterio NotGeoreferencedWarning +warnings.filterwarnings("ignore", + category=rasterio.errors.NotGeoreferencedWarning) + # add the bin folder to system path parent_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) bin_dir = os.path.join(parent_dir, 'bin') @@ -206,6 +211,7 @@ def rasterio_write(path, array, profile={}, tags={}): dst.write(np.transpose(array, (2, 0, 1))) dst.update_tags(**tags) + def image_apply_homography(out, im, H, w, h): """ Applies an homography to an image. diff --git a/s2plib/initialization.py b/s2plib/initialization.py index 43071c59..2f0f2cb1 100644 --- a/s2plib/initialization.py +++ b/s2plib/initialization.py @@ -298,11 +298,9 @@ def tiles_full_info(tw, th, tiles_txt, create_masks=False): json.dump(tile_cfg, f, indent=2,default=workaround_json_int64) # save the mask - with warnings.catch_warnings(): - warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') - common.rasterio_write(os.path.join(tile['dir'], - 'cloud_water_image_domain_mask.png'), - mask.astype(np.uint8)) + common.rasterio_write(os.path.join(tile['dir'], + 'cloud_water_image_domain_mask.png'), + mask.astype(np.uint8)) else: if len(tiles_coords) == 1: tiles.append(create_tile(tiles_coords[0], neighborhood_coords_dict)) diff --git a/s2plib/masking.py b/s2plib/masking.py index e4bcdecb..39c5c3d3 100644 --- a/s2plib/masking.py +++ b/s2plib/masking.py @@ -14,6 +14,10 @@ from s2plib import rpc_utils from s2plib.config import cfg +# silent rasterio NotGeoreferencedWarning +warnings.filterwarnings("ignore", + category=rasterio.errors.NotGeoreferencedWarning) + def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, wat_msk=None): @@ -42,10 +46,8 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, subprocess.check_call('cldmask %d %d -h "%s" %s %s' % (w, h, hij, roi_gml, tmp), shell=True) - with warnings.catch_warnings(): - warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') - with rasterio.open(tmp, 'r') as f: - mask = np.logical_and(mask, f.read().squeeze()) + with rasterio.open(tmp, 'r') as f: + mask = np.logical_and(mask, f.read().squeeze()) if not mask.any(): return mask @@ -55,20 +57,16 @@ def cloud_water_image_domain(x, y, w, h, rpc, roi_gml=None, cld_gml=None, subprocess.check_call('cldmask %d %d -h "%s" %s %s' % (w, h, hij, cld_gml, tmp), shell=True) - with warnings.catch_warnings(): - warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') - with rasterio.open(tmp, 'r') as f: - mask = np.logical_and(mask, ~f.read().squeeze().astype(bool)) + with rasterio.open(tmp, 'r') as f: + mask = np.logical_and(mask, ~f.read().squeeze().astype(bool)) if not mask.any(): return mask if wat_msk is not None: # water mask (raster) x, y, w, h = map(int, (x, y, w, h)) - with warnings.catch_warnings(): - warnings.filterwarnings('ignore', category=UserWarning, message='Dataset has no geotransform set') - with rasterio.open(wat_msk, 'r') as f: - mask = np.logical_and(mask, f.read(window=((y, y+h), (x, x+w))).squeeze()) + with rasterio.open(wat_msk, 'r') as f: + mask = np.logical_and(mask, f.read(window=((y, y+h), (x, x+w))).squeeze()) return mask From 0e431e35939ed99012564355e46034956095a9ab Mon Sep 17 00:00:00 2001 From: Julien Michel Date: Mon, 11 Mar 2019 16:23:05 +0000 Subject: [PATCH 31/32] REF: Remove unused file --- s2plib/viewGL.py | 209 ----------------------------------------------- 1 file changed, 209 deletions(-) delete mode 100644 s2plib/viewGL.py diff --git a/s2plib/viewGL.py b/s2plib/viewGL.py deleted file mode 100644 index 73508699..00000000 --- a/s2plib/viewGL.py +++ /dev/null @@ -1,209 +0,0 @@ -#!/usr/bin/env python -# Copyright (C) 2015, Gabriele Facciolo - -## {{{ http://code.activestate.com/recipes/325391/ (r1) -from OpenGL.GLUT import * -from OpenGL.GLU import * -from OpenGL.GL import * -import sys -from PIL import Image - -name = 'select a region' - -# global variables for the mouse -x0=0; y0=0; w0=0; h0=0; b0state=''; - -# global variables for the image size -ix,iy=100,100 -# and for the relative displacement -dx,dy=0,0 -imageData=0 - - -def loadImage(imageName): - im = Image.open(imageName) - try: - ix, iy, image = im.size[0], im.size[1], im.convert("RGBA").tobytes("raw", "RGBA", 0, -1) - except SystemError: - ix, iy, image = im.size[0], im.size[1], im.convert("RGBA").tobytes("raw", "RGBX", 0, -1) - return image, ix, iy - - - -def display( ): - """Render scene geometry""" - - glClear(GL_COLOR_BUFFER_BIT); - -# glDisable( GL_LIGHTING) # context lights by default - - # this is the effective size of the current window - # ideally winx,winy should be equal to ix,iy BUT if the - # image is larger than the screen glutReshapeWindow(ix,iy) - # will fail and winx,winy will be truncated to the size of the screen - winx=glutGet(GLUT_WINDOW_WIDTH) - winy=glutGet(GLUT_WINDOW_HEIGHT) - - - # setup camera - glMatrixMode (GL_PROJECTION); - glLoadIdentity (); - glOrtho (0, winx, winy, 0, -1, 1); - - - glEnable (GL_TEXTURE_2D); #/* enable texture mapping */ - glBindTexture (GL_TEXTURE_2D, 13); #/* bind to our texture, has id of 13 */ - - global dx,dy,ix,iy - - glBegin( GL_QUADS ); - glColor3f(1.0, 0.0, 0.0); - glTexCoord2d(0.0,0.0); glVertex3d(0 -dx,iy-dy,0); - glTexCoord2d(1.0,0.0); glVertex3d(ix-dx,iy-dy,0); - glTexCoord2d(1.0,1.0); glVertex3d(ix-dx,0 -dy,0); - glTexCoord2d(0.0,1.0); glVertex3d(0 -dx,0 -dy,0); - glEnd(); - glDisable (GL_TEXTURE_2D); #/* disable texture mapping */ - - - # show region - global x0,y0,w0,h0,b0state - if(b0state=='pressed'): - glEnable (GL_BLEND) - glBlendFunc (GL_SRC_ALPHA, GL_ONE_MINUS_SRC_ALPHA); - - glBegin( GL_QUADS ); - glColor4f(1.0, 0.0, 0.0,.6); - glVertex3d(x0 ,y0 ,-0.1); - glColor4f(0.0, 1.0, 1.0,.3); - glVertex3d(x0+w0,y0 ,-0.1); - glColor4f(0.0, 0.0, 1.0,.6); - glVertex3d(x0+w0,y0+h0,-0.1); - glColor4f(0.0, 1.0, 0.0,.3); - glVertex3d(x0 ,y0+h0,-0.1); - glEnd(); - - glDisable (GL_BLEND) - - - glFlush() - glutSwapBuffers() - - -def setupTexture(imageData, ix,iy): - """texture environment setup""" - glBindTexture(GL_TEXTURE_2D, 13) - glPixelStorei(GL_UNPACK_ALIGNMENT,1) - glTexParameteri(GL_TEXTURE_2D, GL_TEXTURE_WRAP_S, GL_REPEAT); - glTexParameteri (GL_TEXTURE_2D, GL_TEXTURE_WRAP_T, GL_REPEAT); -# glTexParameteri (GL_TEXTURE_2D, GL_TEXTURE_MAG_FILTER, GL_LINEAR); -# glTexParameteri (GL_TEXTURE_2D, GL_TEXTURE_MIN_FILTER, GL_LINEAR); - glTexParameterf(GL_TEXTURE_2D, GL_TEXTURE_MAG_FILTER, GL_NEAREST) - glTexParameterf(GL_TEXTURE_2D, GL_TEXTURE_MIN_FILTER, GL_NEAREST) - glTexEnvf(GL_TEXTURE_ENV, GL_TEXTURE_ENV_MODE, GL_DECAL) - - glTexImage2D( - GL_TEXTURE_2D, 0, GL_RGBA, ix, iy, 0, - GL_RGBA, GL_UNSIGNED_BYTE, imageData - ) - - -def mouseMotionPass(x,y): - global dx,dy - title='p:%s,%s' % (x+dx,y+dy) - glutSetWindowTitle(title) - - -def mouseMotion(x,y): - global x0,y0,w0,h0,b0state - global dx,dy - w0,h0 = x-x0,y-y0 - title='p:%s,%s [+%s+%s %sx%s]' % (x+dx,y+dy,x0+dx,y0+dy,w0,h0) - glutSetWindowTitle(title) - glutPostRedisplay() - - -def mouseButtons(button, state, x,y): - global x0,y0,w0,h0,b0state - if button==GLUT_LEFT_BUTTON and state==GLUT_DOWN: - x0,y0=x,y - b0state='pressed' - elif button==GLUT_LEFT_BUTTON and state==GLUT_UP: - w0,h0 = x-x0,y-y0 - b0state='released' - print x0+dx, y0+dy, x+dx, y+dy - exit(0) - - - -# letters and numbers -def keyboard(key, x, y): - if key=='q': - exit(0) -# print ord(key) - - - -# handle arrow keys -def keyboard2(key, x, y): - global dx,dy - winx=glutGet(GLUT_WINDOW_WIDTH) - winy=glutGet(GLUT_WINDOW_HEIGHT) - if key==102: - dx=dx+int(winx/16) - elif key==101: - dy=dy-int(winy/16) - elif key==100: - dx=dx-int(winx/16) - elif key==103: - dy=dy+int(winy/16) -# print key - glutPostRedisplay() - - - - -def main(): - # verify input - if len(sys.argv) > 1: - I1 = sys.argv[1] - else: - print "Incorrect syntax, use:" - print ' > ' + sys.argv[0] + " image.png" - # show default image if exists - I1 = '/Users/facciolo/uiskentuie_standing_stone.png' - try: - os.stat(I1) - except OSError: - exit(1) - - # globals - global ix,iy,imageData - - #init opengl - glutInit(sys.argv) - glutInitDisplayMode(GLUT_DOUBLE | GLUT_RGBA | GLUT_DEPTH) - glutInitWindowSize(ix,iy) - glutCreateWindow(name) - glutDisplayFunc(display) -# glutReshapeFunc (glutResize); -# glutIdleFunc(display) - glutMouseFunc(mouseButtons) - glutKeyboardFunc(keyboard) - glutSpecialFunc(keyboard2) - glutPassiveMotionFunc(mouseMotionPass); - glutMotionFunc(mouseMotion); - - # read the image - (imageData,ix,iy) = loadImage(I1) - - glutReshapeWindow(ix,iy) - - # setup texture - setupTexture(imageData,ix,iy) - - glutMainLoop() - - -if __name__ == '__main__': main() -## end of http://code.activestate.com/recipes/325391/ }}} From c9e8ec0874a1f7ea07fe7ce4535b46065576fe10 Mon Sep 17 00:00:00 2001 From: Carlo de Franchis Date: Tue, 12 Mar 2019 22:23:54 +0100 Subject: [PATCH 32/32] [refactor] rephrase AOI clip code and comments in sift.py --- s2plib/sift.py | 35 ++++++++++++++++------------------- 1 file changed, 16 insertions(+), 19 deletions(-) diff --git a/s2plib/sift.py b/s2plib/sift.py index 3b321ba9..004b0c83 100644 --- a/s2plib/sift.py +++ b/s2plib/sift.py @@ -100,32 +100,31 @@ def image_keypoints(im, x, y, w, h, max_nb=None, thresh_dog=0.0133, nb_octaves=8 Returns: path to the file containing the list of descriptors """ - # Read file with rasterio with rio.open(im) as ds: # clip roi to stay inside the image boundaries - # - if x and y must be positive else resize (w, h) - w += min(x, 0) - h += min(y, 0) - x = max(x, 0) - y = max(y, 0) - # - if extract not completely inside the full image resize (w, h) + if x < 0: # if x is negative then replace it with 0 and reduce w + w += x + x = 0 + if y < 0: + h += y + y = 0 + # if extract not completely inside the full image then resize (w, h) w = min(w, ds.width - x) h = min(h, ds.height - y) in_buffer = ds.read(window=rio.windows.Window(x, y, w, h)) # Detect keypoints on first band - keypoints = keypoints_from_nparray( - in_buffer[0, ], thresh_dog=thresh_dog, nb_octaves=nb_octaves, nb_scales=nb_scales, offset=(x, y)) + keypoints = keypoints_from_nparray(in_buffer[0], thresh_dog=thresh_dog, + nb_octaves=nb_octaves, + nb_scales=nb_scales, offset=(x, y)) # Limit number of keypoints if needed if max_nb is not None: - keypoints = keypoints[:max_nb, ] + keypoints = keypoints[:max_nb] keyfile = common.tmpfile('.txt') - - with open(keyfile, 'w') as f: - np.savetxt(f, keypoints, delimiter=' ', fmt='%.3f') + np.savetxt(keyfile, keypoints, delimiter=' ', fmt='%.3f') return keyfile @@ -158,8 +157,8 @@ def keypoints_match(k1, k2, method='relative', sift_thresh=0.6, F=None, """ # compute matches mfile = common.tmpfile('.txt') - cmd = "matching %s %s -o %s --sift-threshold %f" % ( - k1, k2, mfile, sift_thresh) + cmd = "matching %s %s -o %s --sift-threshold %f" % (k1, k2, mfile, + sift_thresh) if method == 'absolute': cmd += " --absolute" if F is not None: @@ -216,10 +215,8 @@ def matches_on_rpc_roi(im1, im2, rpc1, rpc2, x, y, w, h): # if less than 10 matches, lower thresh_dog. An alternative would be ASIFT thresh_dog = 0.0133 for i in range(2): - p1 = image_keypoints( - im1, x, y, w, h, thresh_dog=thresh_dog) - p2 = image_keypoints(im2, x2, y2, w2, h2, - thresh_dog=thresh_dog) + p1 = image_keypoints(im1, x, y, w, h, thresh_dog=thresh_dog) + p2 = image_keypoints(im2, x2, y2, w2, h2, thresh_dog=thresh_dog) matches = keypoints_match(p1, p2, method, cfg['sift_match_thresh'], F, model='fundamental', epipolar_threshold=cfg['max_pointing_error'])

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