骨架动作识别论文汇总列表

论文速递 sophie ⋅ 于 2周前 ⋅ 311 阅读

本文汇总了骨架动作识别RNN、CNN、GCN的论文及相关项目地址,非常全面,持续更新中。

  • 作者:XiaoCode-er
  • 来源项目:XiaoCode-er/Skeleton-Based-Action-Recognition-Papers


RNN


NTU

[1] NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis


[2] Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition


[3] Skeleton Based Human Action Recognition with Global Context-Aware Attention LSTM Networks


[4] Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks


[5] Learning content and style: Joint action recognition and person identification from human skeletons


[6] Ensemble Deep Learning for Skeleton-based Action Recognition using Temporal Sliding LSTM networks


[7] View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data


[8] View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition


[9] Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN


[10] Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning


[11] Adding Attentiveness to the Neurons in Recurrent Neural Networks




CNN


Hikvision

[1] Skeleton-based Action Recognition with Convolutional Neural Networks


[2] Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation


[3] Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention




GCN

[1] Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition


[2] Deep Progressive Reinforcement Learning for Skeleton-based Action Recognition

  • intro: CVPR 2018, Using reinforcement learning to select frames


[3] Non-Local Graph Convolutional Networks for Skeleton-Based Action Recognition


Other GITHUB Repos for Skeleton-based Action Recognition Papers and Small Notes

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