Results 101 to 110 of about 3,939 (225)

Preprocessing Algorithm Leveraging Geometric Modeling for Scale Correction in Hyperspectral Images for Improved Unmixing Performance

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Spectral variability significantly impacts the accuracy and convergence of hyperspectral unmixing algorithms. Many methods address complex spectral variability; yet large-scale distortions to the scale of the observed pixel signatures due to topography ...
Praveen Sumanasekara, Athulya Ratnayake, Buddhi Wijenayake, Keshawa Ratnayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha Herath   +6 more
doaj   +1 more source

Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for\n Spectral Variability [PDF]

, 2018
Tales Imbiriba, Ricardo Augusto Borsoi, J.C.M. Bermudez   +2 more
openalex   +1 more source

The Spatial LASSO With Applications to Unmixing Hyperspectral Biomedical Images

, 2014
Daniel V. Samarov, Jeeseong Hwang, Maritoni Litorja   +2 more
openalex   +1 more source

Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing [PDF]

, 2021
Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, J.C.M. Bermudez, Deniz Erdoğmuş   +5 more
openalex   +1 more source

Spectral unmixing approach in hyperspectral remote sensing: a tool for oil palm mapping

, 2019
Héctor Vargas, Ariolfo Camacho, Henry Argüello   +2 more
openalex   +2 more sources

Contributions to Hyperspectral Unmixing

Contribution au démélange hyperspectral Le démelangeage spectral est un domaine de recherche actif qui trouve des applications dans des domaines variés comme la télédétection, le traitement des signaux audio ou la chimie. Dans le contexte des capteurs hyper spectraux, les images acquises sont souvent de faible résolution spatiale ...
openaire   +2 more sources

Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing [PDF]

, 2021
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang   +6 more
openalex   +1 more source

A Dye-Free Analog to Retinal Angiography Using Hyperspectral Unmixing to Retrieve Oxyhemoglobin Abundance. [PDF]

Transl Vis Sci Technol, 2019
Dwight JG, Weng CY, Pawlowski ME, Tkaczyk TS.   +3 more
europepmc   +1 more source

Ground Truth Simulation for Deep Learning Classification of Mid-Resolution Venus Images Via Unmixing of High-Resolution Hyperspectral Fenix Data [PDF]

, 2019
Ido Faran, Nathan S. Netanyahu, Eli David, Maxim Shoshany, Fadi Kizel, Jisung Geba Chang, Ronit Rud   +6 more
openalex   +1 more source

Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor [PDF]

, 2019
Ricardo Augusto Borsoi, Tales Imbiriba, J.C.M. Bermudez   +2 more
openalex   +1 more source