publications

* denotes equal contribution.

2025

  1. ICCV
    zhou2025polarimetric.png
    Polarimetric Neural Field via Unified Complex-Valued Wave Representation
    Chu Zhou, Yixin Yang, Junda Liao, Heng Guo, Boxin Shi, and Imari Sato
    Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
    PDF Supp
  2. MICCAI
    liao2025vascular.png
    Vascular Photoacoustic Volume Registration via 2D Feature Matching with Reverse Mapping Based on Maximum Intensity Projection
    Junda Liao, Chu Zhou, Yuta Asano, Yushi Suzuki, Ryoma Bise, Nobuaki Imanishi, Kazuo Kishi, Sadakazu Aiso, and Imari Sato
    Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention, 2025
    PDF Supp
  3. IJCV
    zhou2025learning.png
    Learning to Deblur Polarized Images
    Chu Zhou, Minggui Teng, Xinyu Zhou, Chao Xu, Imari Sato, and Boxin Shi
    International Journal of Computer Vision, 2025
    PDF Supp
  4. CVPR
    zhou2025pidsr.png
    PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
    Shuangfan Zhou*, Chu Zhou*, Youwei Lyu, Heng Guo, Zhanyu Ma, Boxin Shi, and Imari Sato
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
    PDF Supp
  5. AAAI
    zhou2025polarization.png
    Polarization Guided Mask-Free Shadow Removal
    Chu Zhou, Chao Xu, and Boxin Shi
    Proceedings of the AAAI Conference on Artificial Intelligence, 2025
    PDF Supp
  6. AAAI
    xia2025planet.png
    PlaNet: Learning to Mitigate Atmospheric Turbulence in Planetary Images
    Yifei Xia*, Chu Zhou*, Chengxuan Zhu, Chao Xu, and Boxin Shi
    Proceedings of the AAAI Conference on Artificial Intelligence, 2025
    PDF Supp

2024

  1. NeurIPS
    zhou2024quality.png
    Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
    Chu Zhou, Yixing Liu, Chao Xu, and Boxin Shi
    Advances in Neural Information Processing Systems, 2024
    PDF Supp
  2. CVPR
    xia2024nb.jpeg
    NB-GTR: Narrow-Band Guided Turbulence Removal
    Yifei Xia, Chu Zhou, Chengxuan Zhu, Minggui Teng, Chao Xu, and Boxin Shi
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
    PDF Supp
  3. CVPR
    zhou2024evdig.jpeg
    EvDiG: Event-guided Direct and Global Components Separation
    Xinyu Zhou, Peiqi Duan , Boyu Li, Chu Zhou, Chao Xu, and Boxin Shi
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (Oral), 2024
    PDF Supp
  4. ACM MM
    ma2024color4e.png
    Color4E: Event Demosaicing for Full-color Event Guided Image Deblurring
    Yi Ma, Peiqi Duan, Yuchen Hong, Chu Zhou, Yu Zhang, Jimmy Ren, and Boxin Shi
    Proceedings of the ACM International Conference on Multimedia, 2024
    PDF Supp

2023

  1. IJCV
    zhou2023deblurring.jpeg
    Deblurring Low-Light Images with Events
    Chu Zhou, Minggui Teng, Jin Han, Jinxiu Liang, Chao Xu, Gang Cao, and Boxin Shi
    International Journal of Computer Vision, 2023
    PDF Supp
  2. TIP
    zhou2023polarization.jpeg
    Polarization Guided HDR Reconstruction via Pixel-Wise Depolarization
    Chu Zhou, Yufei Han, Minggui Teng, Jin Han, Si Li, Chao Xu, and Boxin Shi
    IEEE Transactions on Image Processing, 2023
    PDF Supp
  3. AAAI
    zhou2023polarizationaware.jpeg
    Polarization-Aware Low-Light Image Enhancement
    Chu Zhou, Minggui Teng, Youwei Lyu, Si Li, Chao Xu, and Boxin Shi
    Proceedings of the AAAI Conference on Artificial Intelligence (Oral), 2023
    PDF Supp
  4. CVPR
    chang2023fps.jpeg
    1000 FPS HDR Video with a Spike-RGB Hybrid Camera
    Yakun Chang, Chu Zhou, Yuchen Hong, Liwen Hu, Chao Xu, Tiejun Huang, and Boxin Shi
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
    PDF Supp
  5. TPAMI
    han2023hybrid.jpeg
    Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images
    Jin Han, Yixin Yang, Peiqi Duan, Chu Zhou , Lei Ma, Chao Xu, Tiejun Huang, Imari Sato, and Boxin Shi
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
    PDF Supp

2022

  1. ECCV
    teng2022nest.jpeg
    NEST: Neural Event Stack for Event-Based Image Enhancement
    Minggui Teng, Chu Zhou, Hanyue Lou, and Boxin Shi
    Proceedings of the European Conference on Computer Vision, 2022
    PDF Supp
  2. ECCV
    zhang2022data.jpeg
    Data Association Between Event Streams and Intensity Frames Under Diverse Baselines
    Dehao Zhang, Qiankun Ding, Peiqi Duan, Chu Zhou, and Boxin Shi
    Proceedings of the European Conference on Computer Vision, 2022
    PDF Supp

2021

  1. NeurIPS
    zhou2021learning.jpg
    Learning to Dehaze with Polarization
    Chu Zhou, Minggui Teng, Yufei Han, Chao Xu, and Boxin Shi
    Advances in Neural Information Processing Systems, 2021
    PDF Supp
  2. ICCV
    han2021evintsr.jpg
    EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-resolution
    Jin Han, Yixin Yang, Chu Zhou, Chao Xu, and Boxin Shi
    Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
    PDF Supp

2020

  1. NeurIPS
    zhou2020unmodnet.png
    UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging
    Chu Zhou, Hang Zhao, Jin Han , Chang Xu, Chao Xu, Tiejun Huang, and Boxin Shi
    Advances in Neural Information Processing Systems, 2020
    PDF Supp
  2. CVPR
    han2020neuromorphic.png
    Neuromorphic Camera Guided High Dynamic Range Imaging
    Jin Han, Chu Zhou, Peiqi Duan, Yehui Tang , Chang Xu, Chao Xu, Tiejun Huang, and Boxin Shi
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
    PDF Supp