Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image
Super-resolution

Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution

5 September 2021

Liang-Jian Deng

Papers citing "Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution"

16 / 16 papers shown

Title
Degradation Alchemy: Self-Supervised Unknown-to-Known Transformation for Blind Hyperspectral Image Fusion He Huang Yong Chen Y. Guo Wei He 43 0 0 19 Mar 2025
AI-Driven HSI: Multimodality, Fusion, Challenges, and the Deep Learning Revolution David S. Bhatti Yougin Choi Rahman S M Wahidur Maleeka Bakhtawar Sumin Kim Surin Lee Yongtae Lee Heung-No Lee 68 1 0 09 Feb 2025
HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion Chia-Ming Lee Yu-Fan Lin Yu-Hao Ho Li-Wei Kang Chih-Chung Hsu 36 0 0 08 Jan 2025
An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing Estefanía Alfaro-Mejía Carlos J Delgado V. Manian 18 0 0 10 Jun 2024
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion Yu-Jie Liang Zihan Cao Liang-Jian Deng Xiao Wu 28 3 0 23 Apr 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 38 1 0 23 Apr 2024
Linearly-evolved Transformer for Pan-sharpening Junming Hou Zihan Cao Naishan Zheng Xuan Li Xiaoyu Chen Xinyang Liu Xiaofeng Cong Man Zhou Danfeng Hong ViT 21 7 0 19 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 53 2 0 17 Apr 2024
A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion Zihan Cao Xiao Wu Liang-Jian Deng Yu Zhong Mamba 40 9 0 14 Apr 2024
CMT: Cross Modulation Transformer with Hybrid Loss for Pansharpening Wenjie Shu Hong-Xia Dou Rui Wen Xiao Wu Liang-Jian Deng 29 3 0 01 Apr 2024
Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion ShangQi Deng Ruocheng Wu Liang-Jian Deng Ran Ran Tai-Xiang Jiang 37 2 0 14 Jul 2023
HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion Models Chanyue Wu Dong Wang Hanyu Mao Ying Li DiffM 16 38 0 21 Jun 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 17 15 0 10 Apr 2023
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 16 352 0 03 May 2022
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution Qing Ma Junjun Jiang Xianming Liu Jiayi Ma ViT 16 51 0 27 Nov 2021
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion Tai-Xiang Jiang Michael K. Ng Xile Zhao Tingzhu Huang ViT 30 144 0 16 Sep 2019