Title
DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models Muhammad Sarmad Arnt-Børre Salberg Michael C. Kampffmeyer 15 0 0 13 Jun 2025
PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening Jeonghyeok Do Sungpyo Kim Geunhyuk Youk J. Lee Munchurl Kim 51 0 0 29 May 2025
Zero-Shot Hyperspectral Pansharpening Using Hysteresis-Based Tuning for Spectral Quality Control Giuseppe Guarino Matteo Ciotola Gemine Vivone Giovanni Poggi Giuseppe Scarpa 21 0 0 22 May 2025
Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional Network Usman Muhammad Jorma T. Laaksonen Lyudmila Mihaylova SupR 101 2 0 01 May 2025
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation Anas Berka Mohamed El Hajji R. Canals Youssef Es-saady A. Hafiane 93 0 0 28 Mar 2025
Precision Soil Quality Analysis Using Transformer-based Data Fusion Strategies: A Systematic Review Mahdi Saki R. Keshavarz Daniel Franklin M. Abolhasan J. Lipman N. Shariati 33 0 0 24 Oct 2024
Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning Minh Nguyen Chandrajit Bajaj Shubham Bhardwaj 47 0 0 19 Oct 2024
Enhancing Sentinel-2 Image Resolution: Evaluating Advanced Techniques based on Convolutional and Generative Neural Networks Patrick Kramer Alexander Steinhardt Barbara Pedretscher 62 0 0 01 Oct 2024
Unsupervised Hyperspectral and Multispectral Image Blind Fusion Based on Deep Tucker Decomposition Network with Spatial-Spectral Manifold Learning He Wang Yang Xu Zebin Wu Zhihui Wei 85 4 0 15 Sep 2024
Joint RGB-Spectral Decomposition Model Guided Image Enhancement in Mobile Photography Kailai Zhou Lijing Cai Yibo Wang Mengya Zhang Bihan Wen Qiu Shen Xun Cao 72 1 0 25 Jul 2024
Real HSI-MSI-PAN image dataset for the hyperspectral/multi-spectral/panchromatic image fusion and super-resolution fields Shuangliang Li 44 0 0 02 Jul 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 224 2 0 02 Jul 2024
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives Matteo Ciotola Giuseppe Guarino Gemine Vivone Giovanni Poggi J. Chanussot Antonio J. Plaza Giuseppe Scarpa 81 12 0 01 Jul 2024
Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering Kangning Cui R. Li Sam L. Polk Yinyi Lin Hongsheng Zhang James M. Murphy R. Plemmons Raymond H. Chan DiffM 71 27 0 24 Dec 2023
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 70 15 0 15 Nov 2023
Band-wise Hyperspectral Image Pansharpening using CNN Model Propagation Giuseppe Guarino Matteo Ciotola Gemine Vivone Giuseppe Scarpa 66 15 0 11 Nov 2023
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution Mingjin Zhang Chi Zhang Qiming Zhang Jie-Ru Guo Xinbo Gao Jing Zhang 70 30 0 26 Jul 2023
Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model Shuai Shi Lijun Zhang Jie Chen DiffM 46 11 0 07 Jul 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency Shuai Shi Lijun Zhang Y. Altmann Jie Chen 73 1 0 07 Jul 2023
Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model Xiangyu Rui Xiangyong Cao Li Pang Zeyu Zhu Zongsheng Yue Deyu Meng DiffM 74 35 0 18 May 2023
Hyperspectral Image Super-Resolution via Dual-domain Network Based on Hybrid Convolution Tingting Liu Yuan Liu Chun-liang Zhang Liyin Yuan Xiubao Sui Qian Chen SupR 47 25 0 10 Apr 2023
Blind deblurring of hyperspectral document images Marina Ljubenović Paolo Guzzonato G. Franceschin A. Traviglia 32 1 0 09 Mar 2023
Data fusion of satellite imagery for generation of daily cloud free images at high resolution level Natalya Ivanchuk P. Kogut P. Martyniuk 44 1 0 24 Feb 2023
Spectral 3D Computer Vision -- A Review Yajie Sun Ali Zia V. Rolland Charissa Yu Jun Zhou 24 1 0 16 Feb 2023
Robust Hyperspectral Image Fusion with Simultaneous Guide Image Denoising via Constrained Convex Optimization Saori Takeyama Shunsuke Ono 90 2 0 24 Sep 2022
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review Minghua Wang Danfeng Hong Zhu Han Jiaxin Li Jing Yao Lianru Gao Bing Zhang Jocelyn Chanussot 77 66 0 13 May 2022
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion Danfeng Hong Jing Yao Deyu Meng Naoto Yokoya Jocelyn Chanussot SupR 144 137 0 07 May 2022
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review Jiaxin Li Danfeng Hong Lianru Gao Jing Yao Ke-xin Zheng Bing Zhang Jocelyn Chanussot 85 384 0 03 May 2022
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening W. G. C. Bandara Vishal M. Patel ViT 70 97 0 04 Mar 2022
CD-GAN: a robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors Jin-Ju Wang N. Dobigeon Marie Chabert Ding-Cheng Wang Ting-Zhu Huang Jie Huang GAN 27 10 0 02 Mar 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 89 64 0 07 Feb 2022
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization Chong Peng Yang Liu Yongyong Chen Xinxing Wu Andrew Cheng Zhao Kang Chenglizhao Chen Q. Cheng 73 22 0 08 Jan 2022
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao Xiaojun Wu SupR 54 77 0 22 Oct 2021
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution Junjun Jiang Chenyang Wang Xianming Liu Kui Jiang Jiayi Ma CVBM 45 6 0 31 Aug 2021
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction W. G. C. Bandara Jeya Maria Jose Valanarasu Vishal M. Patel 63 56 0 06 Jul 2021
Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings Zhongyang Zhang Zhiyang Xu Zia U. Ahmed Asif Salekin Tauhidur Rahman 48 3 0 19 Mar 2021
Fast and High-Quality Blind Multi-Spectral Image Pansharpening Lantao Yu Dehong Liu Hassan Mansour P. Boufounos 67 20 0 17 Mar 2021
Feedback Refined Local-Global Network for Super-Resolution of Hyperspectral Imagery Zhenjie Tang Qingyu Xu Zhenwei Shi Bin Pan SupR 36 9 0 07 Mar 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing Danfeng Hong Wei He Naoto Yokoya Jing Yao Lianru Gao Liangpei Zhang Jocelyn Chanussot Xiaoxiang Zhu 53 0 0 02 Mar 2021
Learning deep multiresolution representations for pansharpening Hannan Adeel S. Ali M. Riaz S. Kirmani Muhammad I. Qureshi J. Imtiaz MDE 37 0 0 16 Feb 2021
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets Ke Li Dengxin Dai E. Konukoglu Luc Van Gool 58 7 0 19 Jan 2021
SASSI -- Super-Pixelated Adaptive Spatio-Spectral Imaging Vishwanath Saragadam Michael DeZeeuw Richard Baraniuk Ashok Veeraraghavan Aswin C. Sankaranarayanan 39 9 0 28 Dec 2020
Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion Renwei Dian Shutao Li Bin Sun Anjing Guo 91 173 0 08 Aug 2020
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution Ke-xin Zheng Lianru Gao Wenzhi Liao Danfeng Hong Bing Zhang X. Cui Jocelyn Chanussot 46 151 0 28 Jul 2020
Multi-modality imaging with structure-promoting regularisers Matthias Joachim Ehrhardt MedIm 45 10 0 22 Jul 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution Jing Yao Danfeng Hong Jocelyn Chanussot Deyu Meng Xiaoxiang Zhu Zongben Xu 70 123 0 10 Jul 2020
Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing Valentin Leplat Nicolas Gillis Cédric Févotte 38 13 0 08 Jul 2020
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery Junjun Jiang He Sun Xianming Liu Jiayi Ma SupR 114 214 0 18 May 2020
Robust Image Reconstruction with Misaligned Structural Information Leon Bungert Matthias Joachim Ehrhardt 43 10 0 01 Apr 2020
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization Wei He Yong Chen Naoto Yokoya Chao Li Qibin Zhao 81 109 0 06 Jan 2020