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I work in the field of image processing, specializing in particular on developing deep learning techniques for inverse problems in low-level computer vision. I mainly investigate how to incorporate traditional model-based method and deep learning-based method for flexible, effective, efficient and interpretable image restoration. Recently, I focus on the following research topics:
Deep plug-and-play image restoration
Deep unfolding image restoration
Camera pipeline
I work in the field of image processing, specializing in particular on developing deep learning techniques for inverse problems in low-level computer vision. I mainly investigate how to incorporate traditional model-based method and deep learning-based method for flexible, effective, efficient and interpretable image restoration. Recently, I focus on the following research topics:
Deep plug-and-play image restoration
Deep unfolding image restoration
Camera pipeline
研究兴趣
论文共 116 篇作者统计合作学者相似作者
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Yibo Wang,Ruiyuan Gao,Kai Chen, Kaiqiang Zhou, Yingjie Cai,Lanqing Hong,Zhenguo Li, Lihui Jiang,Dit-Yan Yeung,Qiang Xu,Kai Zhang
CVPR 2024 (2024)
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IEEE transactions on image processing : a publication of the IEEE Signal Processing Societyno. 99 (2024): 1-1
ICMEpp.708-713, (2023)
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arxiv(2023)
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Jie Deng,Rui Wang,Lujia Yang,Xuan Lv,Ziqian Yang,Kai Zhang,Congying Zhou, Pengju Liu, Zhifang Wang,Ahsan Abdullah,Zhanhong Ma
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