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Toward Intelligent Sensing: Intermediate Deep Feature Compression

  • Published:2020 Issue: Volume:29 Page:2230-2243
  • ISSN:1057-7149
  • Container-title:IEEE Transactions on Image Processing
  • language:
  • Short-container-title:IEEE Trans. on Image Process.

Author:

Chen ZhuoORCID,Fan KuiORCID,Wang ShiqiORCID,Duan LingyuORCID,Lin WeisiORCID,Kot Alex ChichungORCID

Funder

Nanyang Technological University

Singapore Ministry of Education Tier-2 Fund

National Natural Science Foundation of China

Hong Kong RGC Early Career Scheme

City University of Hong Kong

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Graphics and Computer-Aided Design,Software

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1. A Coding Framework and Benchmark Towards Low-Bitrate Video Understanding;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-08

2. Unified and Scalable Deep Image Compression Framework for Human and Machine;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-07-17

3. Compressive Feature Selection for Remote Visual Multi-Task Inference;2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW);2024-07-15

4. Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-07

5. VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-07
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