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This is a summary of action recognition and skeleton detection Methods based on Deep Learning.

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Action Recognition and Human Skeleton Detection

[TOC]

Action Recognition and Human Skeleton Detection

2016

  • BodySkeletonTracker

  • Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

2017

  • An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data

2018

  • Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition

  • Recognizing Human Actions as the Evolution of Pose Estimation Maps

2019

  • deep learning for human activity recognition using skeleton datasets

  • Realtime Action Recognition Based on Human Skeleton in Video

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This is a summary of action recognition and skeleton detection Methods based on Deep Learning.

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