Selected Publications

(The list is no longer being updated. For the complete list, please see Google Scholar.)

  1. Deep Image Deblurring: A Survey,
    Kaihao Zhang, Wenqi Ren, Wenhan Luo, Wei-Sheng Lai, Bjorn Stenger, Ming-Hsuan Yang, Hongdong Li,
    International Journal of Computer Vision (IJCV), 2022.
    [PDF]

  2. EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset,
    Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
    [PDF] [Github] [Project]

  3. Beyond Monocular Deraining: Parallel Stereo Deraining Network via Semantic Prior,
    Kaihao Zhang, Wenhan Luo, Yanjiang Yu, Wenqi Ren, Fang Zhao, Changsheng Li, Lin Ma, Wei Liu, Hongdong Li,
    International Journal of Computer Vision (IJCV), 2022.
    [PDF] [Github]

  4. Enhanced Spatio-temporal Interaction Learning for Video Deraining: Faster and Better,
    Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Wei Liu,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
    [PDF] [Github]

  5. Benchmarking Ultra-High-Definition Image Super-Resolution,
    Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Bjorn Stenger, Wei Liu, Hongdong Li, Ming-Hsuan Yang,
    Proc. of International Conference on Computer Vision (ICCV), 2021.
    [PDF] [Github]

  6. Dual Attention-in-attention Model for Joint Rain Streak and Raindrop Removal,
    Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren,
    IEEE Trans. on Image Processing (TIP), 2021.
    [PDF] [JRSRD dataset] [JRSRD results] [Raindrop results] [Github]

  7. Deep Dense Multi-scale Network for Snow Removal Using Semantic and Depth Priors,
    Kaihao Zhang, Rongqing Li, Yanjiang Yu, Wenhan Luo, Changsheng Li,
    IEEE Trans. on Image Processing (TIP), 2021.
    [PDF] [Github]

  8. ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring,
    Dongxu Li*, Chenchen Xu*, Kaihao Zhang*, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li,
    Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.
    [PDF] [Github]

  9. Disentangled Feature Networks for Facial Portraits Generation,
    Kaihao Zhang, Wenhan Luo, Wenqi Ren, Lin Ma, Hongdong Li,
    IEEE Transactions on Multimedia (TMM), 2021.
    [PDF]

  10. Every Moment Matters: Detail-Aware Networks to Bring a Blurry Image Alive,
    Kaihao Zhang, Wenhan Luo, Bjorn Stenger, Wenqi Ren, Lin Ma, Hongdong Li,
    The 28th ACM International Conference on Multimedia (ACM MM), 2020. (Oral)
    [PDF]

  11. Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding,
    Kaihao Zhang, Wenhan Luo, Wenqi Ren, Jingwen Wang, Fang Zhao, Lin Ma, Hongdong Li,
    European Conference on Computer Vision (ECCV), 2020.
    [PDF] [Dataset (zzkd)] [Code (ehl2)] [Results (yb4y)] [Github]

  12. Deblurring by Realistic Blurring,
    Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Bjorn Stenger, Wei Liu, Hongdong Li,
    Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020. (Oral)
    [PDF] [Dataset] [Code] [GoPro_Results] [Github]

  13. Learning Joint Gait Representation via Quintuplet Loss Minimization,
    Kaihao Zhang, Wenhan Luo, Lin Ma, Wei Liu, Hongdong Li,
    Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019. (Oral)
    [PDF]

  14. Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse,
    Kaihao Zhang, Wenhan Luo, Lin Ma, Hongdong Li,
    Proc. of the Association for the Advancement of Artificial Intelligence (AAAI), 2019. (Spotlight)
    [PDF]

  15. Adversarial Spatio-Temporal Learning for Video Deblurring,
    Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Wei Liu and Hongdong Li,
    IEEE Trans. on Image Processing (TIP), 2019.
    [arXiv] [Code] [Code]

  16. Facial Expression Recognition Based on Deep Evolutional Spatial-Temporal Networks,
    Kaihao Zhang, Yongzhen Huang, Yong Du, Liang Wang,
    IEEE Trans. on Image Processing (TIP), 2017. (ESI Highly Cited Paper)
    [PDF]

  17. Localize Heavily Occluded Human Faces via Deep Segmentation,
    Kaihao Zhang, Yongzhen Huang, Ran He, Hong Wu, Liang Wang,
    IEEE International Conference on Image Processing (ICIP), 2016.
    [PDF]

  18. Facial Smile Detection based on Deep Learning Features,
    Kaihao Zhang, Yongzhen Huang, Hong Wu, Liang Wang,
    The IAPR Asian Conference on Pattern Recognition (ACPR), 2015. (Oral)
    [PDF]

  19. Kinship Verification with Deep Convolutional Neural Networks,
    Kaihao Zhang, Yongzhen Huang, Chunfeng Song, Hong Wu, Liang Wang,
    British Machine Vision Conference (BMVC), 2015.
    [PDF]