Special Issue on Deep Learning for Video Analysis and Compression

In this topical collection (11 articles)

1. 

   OriginalPaper

   SODA: Weakly Supervised Temporal Action Localization Based on Astute Background Response and Self-Distillation Learning

   Tao Zhao, Junwei Han, Le Yang, Binglu Wang… Pages 2474-2498

2. 

   OriginalPaper

   Semantics-to-Signal Scalable Image Compression with Learned Revertible Representations

   Kang Liu, Dong Liu, Li Li, Ning Yan… Pages 2605-2621

3. 

   OriginalPaper

   Learning Adaptive Attribute-Driven Representation for Real-Time RGB-T Tracking

   Pengyu Zhang, Dong Wang, Huchuan Lu… Pages 2714-2729

4. 

   OriginalPaper

   A Decomposable Winograd Method for N–D Convolution Acceleration in Video Analysis

   Di Huang, Rui Zhang, Xishan Zhang, Fan Wu… Pages 2806-2826

5. 

   OriginalPaper

   Deep Maximum a Posterior Estimator for Video Denoising

   Lu Sun, Weisheng Dong, Xin Li, Jinjian Wu… Pages 2827-2845

6. 

   OriginalPaper

   Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding

   Qi Zhang, Shanshe Wang, Xinfeng Zhang, Siwei Ma… Pages 2889-2906

7. 

   OriginalPaper

   Context and Structure Mining Network for Video Object Detection

   Liang Han, Pichao Wang, Zhaozheng Yin, Fan Wang… Pages 2927-2946

8. 

   OriginalPaper

   Deep Learning Geometry Compression Artifacts Removal for Video-Based Point Cloud Compression

   Wei Jia, Li Li, Zhu Li, Shan Liu Pages 2947-2964

9. 

   OriginalPaper

   A Coarse-to-Fine Framework for Resource Efficient Video Recognition

   Zuxuan Wu, Hengduo Li, Yingbin Zheng… Pages 2965-2977

10. Editorial

    Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression

    Dong Xu, Rama Chellappa, Luc Van Gool, Guo Lu Pages 3171-3173

    Download PDF (127KB) View Article

11. 

    OriginalPaper

    Deep Trajectory Post-Processing and Position Projection for Single & Multiple Camera Multiple Object Tracking

    Cong Ma, Fan Yang, Yuan Li, Huizhu Jia… Pages 3255-3278