Image Processing and Machine Learning for Hyperspectral Unmixing: An
Overview and the HySUPP Python Package

Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package

18 August 2023

Alexandre Zouaoui

Jocelyn Chanussot

Papers citing "Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package"

6 / 6 papers shown

Title
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery Jingtao Li Y. Liu Xinyu Wang Yunning Peng Chen Sun ... Tian Ke Xiao Jiang Tangwei Lu Anran Zhao Yanfei Zhong VLM 50 0 0 27 Mar 2025
Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing Hui Chen Liangyu Liu Xianchao Xiu Wanquan Liu 47 0 0 25 Mar 2025
Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective Jade Preston William Basener 18 0 0 14 Aug 2024
MLXP: A Framework for Conducting Replicable Experiments in Python Michael Arbel Alexandre Zouaoui 16 0 0 21 Feb 2024
Fast Semi-supervised Unmixing using Non-convex Optimization Behnood Rasti Alexandre Zouaoui Julien Mairal Jocelyn Chanussot 9 4 0 23 Jan 2024
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