Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging

20 May 2022

Jing Lin

Radu Timofte

Luc Van Gool

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Papers citing "Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging"

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Title
Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Wei Dong Yan Min Han Zhou Jun Chen ViT 35 0 0 18 Apr 2025
Mixed-granularity Implicit Representation for Continuous Hyperspectral Compressive Reconstruction Jianan Li Huan Chen Wangcai Zhao Rui Chen Tingfa Xu 66 0 0 17 Mar 2025
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone Images S. Sharif Abdur Rehman Zain Ul Abidin R. A. Naqvi Fayaz Ali Dharejo Radu Timofte 59 2 0 10 Mar 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 74 0 0 21 Jan 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 98 0 0 03 Jan 2025
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems Xiangming Wang Haijin Zeng Jiaoyang Chen Sheng Liu Yongyong Chen Guoqing Chao 71 0 0 15 Dec 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging Zhenghao Pan Haijin Zeng Jiezhang Cao Yongyong Chen Kai Zhang Yong Xu Mamba 35 1 0 18 Oct 2024
Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging Yunzhen Wang Haijin Zeng Shaoguang Huang Hongyu Chen Hongyan Zhang DiffM 19 0 0 11 Sep 2024
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction Yanan Yang Like Xin 25 0 0 04 Jul 2024
Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction Jincheng Yang Lishun Wang Miao Cao Huan Wang Yinping Zhao Xin Yuan 18 0 0 18 Jun 2024
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results Xin Jin Chunle Guo Xiaoming Li Zongsheng Yue Chongyi Li ... Jiahao Qin Bingjie Han Pinle Qin Rui Chai Pengyuan Wang 38 0 0 11 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 37 2 0 02 Jun 2024
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging Jiahua Dong Hui Yin Hongliu Li Wenbo Li Yulun Zhang Salman Khan Fahad Shahbaz Khan Mamba 35 1 0 01 Jun 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results Xiaoning Liu Zongwei Wu Ao Li Florin-Alexandru Vasluianu Yulun Zhang ... Hailong Yan Y. Zhang Baiang Li Jingyi Zhang Huan Zheng 45 25 0 22 Apr 2024
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Andrew Zhang DiffM 49 5 0 25 Mar 2024
Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network Zida Chen Ziran Zhang Haoying Li Menghao Li Yue-ting Chen Qi Li H. Feng Zhi-hai Xu Shiqi Chen 23 1 0 16 Jan 2024
BSS-Bench: Towards Reproducible and Effective Band Selection Search Wenshuai Xu Zhenbo Xu 29 0 0 22 Dec 2023
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging Xin Wang Lizhi Wang Xiangtian Ma Maoqing Zhang Lin Zhu Hua Huang 16 4 0 20 Dec 2023
Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence Hongyuan Wang Lizhi Wang Jiang Xu Chang Chen Xue Hu Fenglong Song Youliang Yan 19 0 0 20 Dec 2023
Computational Spectral Imaging with Unified Encoding Model: A Comparative Study and Beyond Xinyuan Liu Lizhi Wang Lingen Li Chang Chen Xue Hu Fenglong Song Youliang Yan 22 0 0 20 Dec 2023
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model Zhenghao Pan Haijin Zeng Jiezhang Cao Kai Zhang Yongyong Chen 8 5 0 19 Nov 2023
Structure-Aware Sparse-View X-ray 3D Reconstruction Yuanhao Cai Jiahao Wang Alan L. Yuille Zongwei Zhou Angtian Wang 13 30 0 18 Nov 2023
MLP-AMDC: An MLP Architecture for Adaptive-Mask-based Dual-Camera snapshot hyperspectral imaging Zeyu Cai Can Zhang Xunhao Chen Shanghuan Liu Chengqian Jin Feipeng Da 13 0 0 12 Oct 2023
$Aperture Diffraction for Compact Snapshot Spectral Imaging$ Aperture Diffraction for Compact Snapshot Spectral Imaging Tao Lv Hao Ye Quan Yuan Zhenhai Gao Yibo Wang Shuming Wang Xun Cao 21 2 0 27 Sep 2023
Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction Miaoyu Li Ying Fu Ji Liu Yulun Zhang 30 33 0 21 Aug 2023
DMDC: Dynamic-mask-based dual camera design for snapshot Hyperspectral Imaging Zeyu Cai Chengqian Jin Feipeng Da 21 1 0 03 Aug 2023
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jiamian Wang Zong-Jhe Wu Yulun Zhang Xin Yuan Tao R. Lin Zhiqiang Tao FedML 51 3 0 01 Jun 2023
Binarized Spectral Compressive Imaging Yuan-Yuan Cai Yuxing Zheng Jing Lin X. Yuan Yulun Zhang Haoqian Wang 28 22 0 17 May 2023
A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging Junyu Wang Shijie Wang Ruijie Zhang Zengqiang Zheng Wenyu Liu Xinggang Wang 24 1 0 16 May 2023
SST-ReversibleNet: Reversible-prior-based Spectral-Spatial Transformer for Efficient Hyperspectral Image Reconstruction Zeyu Cai Jian Yu Ziyu Zhang Chengqian Jin Feipeng Da 14 5 0 06 May 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jiezhang Cao Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 34 6 0 06 May 2023
Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening Mingsong Li Yikun Liu Tao Xiao Yuwen Huang Gongping Yang ViT 31 14 0 28 Apr 2023
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing Jie Song Chong Mou Shiqi Wang Siwei Ma Jian Zhang 39 32 0 27 Apr 2023
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results Qi Sun Qingyu Yang Chongyi Li Shangchen Zhou Ruicheng Feng Yu Dai Wenxiu Sun Qingpeng Zhu Chen Change Loy Jinwei Gu 12 5 0 20 Apr 2023
GA-HQS: MRI reconstruction via a generically accelerated unfolding approach Jiawei Jiang Yuchao Feng Honghui Xu Wanjun Chen Jian Zheng MedIm 13 10 0 06 Apr 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jiezhang Cao Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 21 1 0 23 Mar 2023
Progressive Content-aware Coded Hyperspectral Compressive Imaging Xuanyu Zhang Bin Chen W. Zou Shuai Liu Yongbing Zhang Ruiqin Xiong Jian Andrew Zhang 16 7 0 17 Mar 2023
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement Yuanhao Cai Hao Bian Jing Lin Haoqian Wang Radu Timofte Yulun Zhang ViT 64 202 0 12 Mar 2023
A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction Junyu Wang Shijie Wang Wenyu Liu Zengqiang Zheng Xinggang Wang 13 2 0 24 Jan 2023
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 32 27 0 13 Nov 2022
VLT: Vision-Language Transformer and Query Generation for Referring Segmentation Henghui Ding Chang Liu Suchen Wang Xudong Jiang 71 115 0 28 Oct 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 30 53 0 03 Jan 2022
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 37 23 0 18 Sep 2021
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu Sen He Xiatian Zhu Li Zhang Yi-Zhe Song Tao Xiang ViT 171 173 0 06 Aug 2021
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo F. Durand Qionghai Dai 53 77 0 13 Jan 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 135 261 0 28 Dec 2020
Learning Delicate Local Representations for Multi-Person Pose Estimation Yuanhao Cai Zhicheng Wang Zhengxiong Luo Binyi Yin Angang Du Haoqian Wang X. Zhang Xinyu Zhou Erjin Zhou Jian-jun Sun 116 169 0 09 Mar 2020