Recent papers on Action Recognition | 行为识别最新论文

CVPR2019

 

---

 

• 1、An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition

作者：Chenyang Si, Wentao Chen, Wei Wang, Liang Wang, Tieniu Tan

论文链接：https://arxiv.org/abs/1902.09130

• 2、Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training

作者：Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel

链接：https://arxiv.org/abs/1812.06145

• 3、Collaborative Spatio-temporal Feature Learning for Video Action Recognition

作者：Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu

论文链接：https://arxiv.org/abs/1903.01197

• 4、Peeking into the Future: Predicting Future Person Activities and Locations in Videos(行为预测）

作者：Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander Hauptmann, Li Fei-Fei

论文链接：https://arxiv.org/abs/1902.03748

 

ECCV 2018

---

 

• Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning
• Dividing and Aggregating Network for Multi-view Action Recognition
• Deep Bilinear Learning for RGB-D Action Recognition
• Modality Distillation with Multiple Stream Networks for Action Recognition
• Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification
• Motion Feature Network: Fixed Motion Filter for Action Recognition
• Spatio-Temporal Channel Correlation Networks for Action Classification
• Recurrent Tubelet Proposal and Recognition Networks for Action Detection
• PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities
• RESOUND: Towards Action Recognition without Representation Bias

CVPR 2018

---

 

• MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition
• Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition
• 2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning
• Temporal Hallucinating for Action Recognition With Few Still Images
• Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition
• Im2Flow: Motion Hallucination From Static Images for Action Recognition
• Compressed Video Action Recognition
• A Closer Look at Spatiotemporal Convolutions for Action Recognition
• Temporal Deformable Residual Networks for Action Segmentation in Videos
• PoTion: Pose MoTion Representation for Action Recognition
• What Have We Learned From Deep Representations for Action Recognition?
• Towards Universal Representation for Unseen Action Recognition

AAAI 2018

---

 

• Action Recognition from Skeleton Data via Analogical Generalization over Qualitative Representations
• Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion
• Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition
• Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map based Feature Extraction for Human Action Recognition
• Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition [code: https://github.com/yysijie/st-gcn]
• T-C3D: Temporal Convolutional 3D Network for Real-time Action Recognition [code:tc3d/tc3d]
• Unsupervised Deep Learning of Mid-Level Video Representation for Action Recognition
• Unsupervised Representation Learning with Long-Term Dynamics for Skeleton Based Action Recognition