publications

2024

1. 

   Towards Backward-Compatible Continual Learning of Image Compression

   Zhihao Duan, Ming Lu , Justin Yang , Jiangpeng He , Zhan Ma , and Fengqing Zhu

   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

   arXiv Bib Code

   @article{duan2024continual_compression,
     title = {Towards Backward-Compatible Continual Learning of Image Compression},
     author = {Duan, Zhihao and Lu, Ming and Yang, Justin and He, Jiangpeng and Ma, Zhan and Zhu, Fengqing},
     journal = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     year = {2024},
     month = jun
   }

2. AAAI

   Deep Hierarchical Video Compression

   Ming Lu , Zhihao Duan, Fengqing Zhu , and Zhan Ma

   The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), Feb 2024

   arXiv Bib

   @article{lu2024dhvc,
     title = {Deep Hierarchical Video Compression},
     author = {Lu, Ming and Duan, Zhihao and Zhu, Fengqing and Ma, Zhan},
     journal = {The 38th Annual AAAI Conference on Artificial Intelligence (AAAI)},
     year = {2024},
     month = feb
   }

3. AAAI

   Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding

   Yichi Zhang , Zhihao Duan, Ming Lu , Dandan Ding , Fengqing Zhu , and Zhan Ma

   The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), Feb 2024

   arXiv Bib

   @article{zhang2024another,
     title = {Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding},
     author = {Zhang, Yichi and Duan, Zhihao and Lu, Ming and Ding, Dandan and Zhu, Fengqing and Ma, Zhan},
     journal = {The 38th Annual AAAI Conference on Artificial Intelligence (AAAI)},
     year = {2024},
     month = feb
   }

4. 

   QARV: Quantization-Aware ResNet VAE for Lossy Image Compression

   Zhihao Duan, Ming Lu , Jack Ma , Yuning Huang , Zhan Ma , and Fengqing Zhu

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Feb 2024

   arXiv Bib Code

   @article{duan2024qarv,
     title = {QARV: Quantization-Aware ResNet VAE for Lossy Image Compression},
     author = {Duan, Zhihao and Lu, Ming and Ma, Jack and Huang, Yuning and Ma, Zhan and Zhu, Fengqing},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
     year = {2024},
     volume = {46},
     number = {1},
     pages = {436-450},
     doi = {10.1109/TPAMI.2023.3322904}
   }

2023

1. ICIP

   An Improved Upper Bound on the Rate-Distortion Function of Images

   Zhihao Duan, Jack Ma , Jiangpeng He , and Fengqing Zhu

   IEEE International Conference on Image Processing (ICIP), Oct 2023

   arXiv Bib Code

   @article{duan2023icip_ubound,
     title = {An Improved Upper Bound on the Rate-Distortion Function of Images},
     author = {Duan, Zhihao and Ma, Jack and He, Jiangpeng and Zhu, Fengqing},
     journal = {IEEE International Conference on Image Processing (ICIP)},
     year = {2023},
     month = oct,
     pages = {246-250},
     doi = {10.1109/ICIP49359.2023.10222199}
   }

2. 

   Lossy Image Compression with Quantized Hierarchical VAEs

   Zhihao Duan, Ming Lu , Zhan Ma , and Fengqing Zhu

   IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023

   Best Paper Award - Algorithms

   arXiv Bib Code

   @article{duan2023qres,
     highlight = {<a href="https://wacv2023.thecvf.com/node/174">Best Paper Award - Algorithms</a>},
     title = {Lossy Image Compression with Quantized Hierarchical VAEs},
     author = {Duan, Zhihao and Lu, Ming and Ma, Zhan and Zhu, Fengqing},
     journal = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     pages = {198--207},
     year = {2023},
     month = jan,
     doi = {10.1109/WACV56688.2023.00028}
   }

3. IEEE TCSVT

   Unified Architecture Adaptation for Compressed Domain Semantic Inference

   Zhihao Duan, Zhan Ma , and Fengqing Zhu

   IEEE Transactions on Circuits and Systems for Video Technology, Jan 2023

   Bib

   @article{duan2023tcsvt_unified,
     title = {Unified Architecture Adaptation for Compressed Domain Semantic Inference},
     author = {Duan, Zhihao and Ma, Zhan and Zhu, Fengqing},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     year = {2023},
     volume = {33},
     number = {8},
     pages = {4108-4121},
     doi = {10.1109/TCSVT.2023.3240391}
   }

2022

1. 

   Efficient Feature Compression for Edge-Cloud Systems

   Zhihao Duan, and Fengqing Zhu

   Picture Coding Symposium, Dec 2022

   Best Paper Award Finalists (top 5%)

   arXiv Bib Code

   @article{duan2022pcs_edge_cloud,
     highlight = {<a href="https://2022.picturecodingsymposium.org/best_paper_award_finalists.php">Best Paper Award Finalists (top 5%)</a>},
     title = {Efficient Feature Compression for Edge-Cloud Systems},
     author = {Duan, Zhihao and Zhu, Fengqing},
     journal = {Picture Coding Symposium},
     year = {2022},
     month = dec,
     pages = {187-191},
     doi = {10.1109/PCS56426.2022.10018075}
   }

2. PCS

   Opening the Black Box of Learned Image Coders

   Zhihao Duan, Ming Lu , Zhan Ma , and Fengqing Zhu

   Picture Coding Symposium, Dec 2022

   arXiv Bib

   @article{duan2022opening,
     title = {Opening the Black Box of Learned Image Coders},
     author = {Duan, Zhihao and Lu, Ming and Ma, Zhan and Zhu, Fengqing},
     journal = {Picture Coding Symposium},
     year = {2022},
     month = dec,
     pages = {73-77},
     doi = {10.1109/PCS56426.2022.10018031}
   }

3. WACV

   WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras

   M. Ozan Tezcan , Zhihao Duan, Mertcan Cokbas , Prakash Ishwar , and Janusz Konrad

   IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2022

   Bib

   @article{tezcan2022wepdtof,
     author = {Tezcan, M. Ozan and Duan, Zhihao and Cokbas, Mertcan and Ishwar, Prakash and Konrad, Janusz},
     journal = {IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     title = {WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras},
     year = {2022},
     month = jan,
     pages = {1381-1390},
     doi = {10.1109/WACV51458.2022.00145}
   }

2020

1. 

   RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images

   Zhihao Duan, M. Ozan Tezcan , Hayato Nakamura , Prakash Ishwar , and Janusz Konrad

   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2020

   arXiv Bib Code Website

   @article{duan2020rapid,
     title = {RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images},
     author = {Duan, Zhihao and Ozan Tezcan, M. and Nakamura, Hayato and Ishwar, Prakash and Konrad, Janusz},
     journal = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
     year = {2020},
     month = jun,
     pages = {2700-2709},
     doi = {10.1109/CVPRW50498.2020.00326}
   }