A Comprehensive Survey for Hyperspectral Image Classification: The
Evolution from Conventional to Transformers

A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers

23 April 2024

Salvatore Distifano

Adil Mehmood Khan

Jagannath Aryal

Papers citing "A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers"

9 / 9 papers shown

Title
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification Muhammad Ahmad Muhammad Hassaan Farooq Butt Muhammad Usama Manuel Mazzara Salvatore Distefano Adil Mehmood Khan Danfeng Hong 54 0 0 10 Feb 2025
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 14 21 0 24 Dec 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 41 26 0 19 Jun 2023
Deep Learning Techniques for Hyperspectral Image Analysis in Agriculture: A Review Mohamed Fadhlallah Guerri C. Distante Paolo Spagnolo F. Bougourzi A. Taleb-Ahmed 18 46 0 26 Apr 2023
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Muhammad Ahmad Sidrah Shabbir S. K. Roy Danfeng Hong Xin Wu Jing Yao A. Khan Manuel Mazzara Salvatore Distefano Jocelyn Chanussot 60 172 0 15 Jan 2021
Deep Diffusion Processes for Active Learning of Hyperspectral Images Abiy Tasissa D. Nguyen James M. Murphy DiffM 19 7 0 08 Jan 2021
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) Behnood Rasti Danfeng Hong Renlong Hang Pedram Ghamisi Xudong Kang Jocelyn Chanussot J. Benediktsson 47 395 0 05 Mar 2020
diffGrad: An Optimization Method for Convolutional Neural Networks S. Dubey Soumendu Chakraborty S. K. Roy Snehasis Mukherjee S. Singh B. B. Chaudhuri ODL 47 160 0 12 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 58 362 0 08 Jul 2017