DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration

12 March 2023

Papers citing "DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration"

24 / 24 papers shown

Title
Diffusion Model in Hyperspectral Image Processing and Analysis: A Review Xing Hu Xiangcheng Liu Qianqian Duan Danfeng Hong Dawei Zhang DiffM 19 0 0 16 May 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks Haijin Zeng Xiangming Wang Yongyong Chen Jingyong Su Jie Liu 159 0 0 21 Mar 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration Zhehui Wu Yong Chen Naoto Yokoya Wei He 55 0 0 12 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 64 0 0 10 Mar 2025
Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models Shuo Li Mehrdad Yaghoobi 53 0 0 14 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
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening Ruocheng Wu ZiEn Zhang ShangQi Deng YuLe Duan LiangJian Deng 45 0 0 11 Sep 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 82 32 0 17 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 66 25 0 17 Jun 2024
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers Muhammad Ahmad Salvatore Distifano Adil Mehmood Khan Manuel Mazzara Chenyu Li Jing Yao Hao Li Jagannath Aryal G. Vivone Danfeng Hong 58 1 0 23 Apr 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models Li Pang Xiangyu Rui Long Cui Hongzhong Wang Deyu Meng Xiangyong Cao DiffM 42 18 0 24 Feb 2024
MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation Nhat M. Hoang Kehong Gong Chuan Guo Michael Bi Mi DiffM 36 7 0 20 Jan 2024
Revisiting Nonlocal Self-Similarity from Continuous Representation Yisi Luo Xile Zhao Deyu Meng 35 3 0 01 Jan 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 19 11 0 31 Dec 2023
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Jiang He Xianyu Jin Liangpei Zhang DiffM 51 113 0 30 Oct 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 Aug 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 29 53 0 07 Jun 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 39 6 0 06 May 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 20 7 0 18 Apr 2023
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 212 783 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 233 1,355 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion Tai-Xiang Jiang Michael K. Ng Xile Zhao Tingzhu Huang ViT 40 144 0 16 Sep 2019
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition Yao Wang Jiangjun Peng Qian Zhao Deyu Meng Yee Leung Xile Zhao 65 365 0 08 Jul 2017