Man Zhou   周满Research Fellow
定制化底层视觉基础框架和理论研究 [PPT-updating]定制化底层视觉基础框架和理论研究 (最新版) [New] |
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[.>>] Deep Fourier Up-sampling. [Code][PDF][BibTex] Man Zhou, Hu Yu, Keyu Yan, Deyu Meng, Jinwei Gu, Chen Chang Loy, Chongyi Li. Customized up-sampling meta-operator (定制化基础算子-傅里叶上采样). Advances in Neural Information Processing Systems ( NeurIPS), 2022. |
[.>>] Exploring Temporal Frequency Spectrum in Deep Video Deblurring. Customized video meta-framework (定制化视频基础架构-傅里叶). Qi Zhu, Man Zhou . International Conference on Computer Vision (ICCV), 2023. |
[.>>] Spatial-Frequency Domain Information Integration for Pan-sharpening. [Code][PDF][BibTex] Customized multi-modal meta-framework (定制化多模态框架). Man Zhou, Keyu Yan, Hu Yu, Xueyang Fu, Aiping Liu, Xian Wei, Feng Zhao. European Conference on Computer Vision ( ECCV ), 2022. |
[.>>] Exploring Fourier Prior for Single Image Rain Removal. [PDF][BibTex] Xin Guo, Xueyang Fu, Man Zhou, Zhen Huang, Jialun Peng, Zhengjun Zha. International Joint Conference on Artificial Intelligence ( IJCAI ), 2022. |
[.>>] Image De-raining via Continual Learning. [Code][PDF][BibTex] the first continual learning-based image restoration work (第一篇连续学习底层图像处理文章). Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu, Aiping Liu, Jinshan Pan, Zheng-Jun Zha. IEEE Conference on Computer Vision and Pattern Recognition ( CVPR ), 2021. |
[.>>] Improving De-raining Generalization via Neural Reorganization. [Code][PDF][BibTex] introducing brained-inspired mechanism into image processing/restoration field (神经生物学:大脑记忆机制引入底层图像处理). Jie Xiao, Man Zhou , Xueyang Fu, Aiping Liu, Zheng-Jun Zha. International Conference on Computer Vision ( ICCV ), 2021. |
[.>>] Memory-augmented Deep Unfolding Network for Guided Image Super-resolution. [Code][PDF][BibTex] Information flow orthogonal to memory flow (记忆流与信号流正交). Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao International Journal of Computer Vision ( IJCV ), 2022. |
[.>>] Unfolding Taylor’s Approximations for Image Restoration. [Code][PDF][BibTex] Customized meta-framework- a novel image processing/restoration framework (定制化基础框架-泰勒展开-新的图像处理框架). Man Zhou, Zeyu Xiao, Xueyang Fu, Aiping Liu, Gang Yang, Zhiwei Xiong. Thirty-fifth Conference on Neural Information Processing Systems ( NeurIPS ), 2021. |
[.>>] Image De-raining via Continual Learning. [Code][PDF][BibTex] the first continual learning-based image restoration work (第一篇连续学习底层图像处理文章). Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu, Aiping Liu, Jinshan Pan, Zheng-Jun Zha. IEEE Conference on Computer Vision and Pattern Recognition ( CVPR ), 2021. |
[.>>] Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement. Customized low-for-high meta-framework (定制化 Low for High 框架). Naishan Zheng, Man Zhou , Zizheng Yang,Qi Zhu,Feng Zhao Thirty-Seventh AAAI Conference on Artificial Intelligence ( AAAI ), 2023. |
[.>>] Random Shuffle Transformer for Image Restoration. Jie Xiao, Xueyang Fu, Man Zhou, Hongjian Liu, Zhengjun Zha. ( ICML ), 2023. |
[.>>] Improving De-raining Generalization via Neural Reorganization. [Code][PDF][BibTex] introducing brained-inspired mechanism into image processing/restoration field (神经生物学:大脑记忆机制引入底层图像处理). Jie Xiao, Man Zhou , Xueyang Fu, Aiping Liu, Zheng-Jun Zha. International Conference on Computer Vision ( ICCV ), 2021. |
[.>>] Mutual Information-driven Pan-sharpening. [Code][PDF][BibTex] Customized meta-framework by information theory (定制化多模态基础框架-信息论). Man Zhou, Keyu Yan, Xueyang Fu, Jie Huang, Zihe Yang, Feng Zhao. IEEE Conference on Computer Vision and Pattern Recognition ( CVPR ), 2022. |
[.>>] Memory-augmented Deep Unfolding Network for Guided Image Super-resolution. [Code][PDF][BibTex] Information flow orthogonal to memory flow (记忆流与信号流正交). Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao International Journal of Computer Vision ( IJCV ), 2022. |
[.>>] Spatial-Frequency Domain Information Integration for Pan-sharpening. [Code][PDF][BibTex] Customized multi-modal meta-framework (定制化多模态框架). Man Zhou, Keyu Yan, Hu Yu, Xueyang Fu, Aiping Liu, Xian Wei, Feng Zhao European Conference on Computer Vision ( ECCV ), 2022. |