The action-analysis-review from shuangshuangguo

action-analysis-review's Introduction

action recognition review

Two-stream based
- Two-Stream Convolutional Networks for Action Recognition in Videos paper
- Temporal Segment Networks: Towards Good Practices for Deep Action Recognition paper code
3D convolution based
- C3D: Generic Features for Video Analysis paper code
- Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification paper code
- A Closer Look at Spatiotemporal Convolutions for Action Recognition paper code
- Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper code
- Non-local Neural Networks paper code
Skeleton based
- Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks paper
- An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data paper project
- View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition paper
- Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation paper
- Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition paper code
Others
- ActionVLAD: Learning spatio-temporal aggregation for action classification paper code
- Appearance-and-Relation Networks for Video Classification paper code
- ECO: Efficient Convolutional Network for Online Video Understanding paper code

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