Dark endmember in spectral feature space under variable atmosphere [PDF]
One of the most important assumptions in most multispectral image transformation methods is that the position of the dark endmember is placed at the origin of the n-D spectral feature space regardless of the target spectral signature. A series of field experiments under varying illumination resulted that ‘shadowlines’, which hypothetically pass through
Choi, K.Y., Milton, E.J.
openaire
Autonomous single-pass endmember approximation using lattice auto-associative memories [PDF]
We propose a novel method for the autonomous determination of endmembers that employs recent results from the theory of lattice based auto-associative memories.
GONZALO JORGE URCID SERRANO
core
Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability
International audienceThe Linear Mixing Model is often used to perform Hyperspec-tral Unmixing because of its simplicity, but it assumes that a single spectral signature can be completely representative of an endmember.
Henrot, Simon +4 more
core
An Abundance-Guided Mamba Network for Hyperspectral Unmixing. [PDF]
Tang Z, Wang X, Li B.
europepmc +1 more source
A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images [PDF]
Pierre-Antoine Thouvenin +2 more
openalex +1 more source
Increasing nitrogen loading in the Gulf of Mexico undermines coral reef resilience. [PDF]
Jung J +13 more
europepmc +1 more source
Reconstruction Accuracy vs. Discriminative Power: Spectral Unmixing Performance in Brain Tissue Hyperspectral Imaging. [PDF]
Martinez de Ternero A +3 more
europepmc +1 more source
VE-MLM: A variable endmember-based multilinear mixing framework for crop FAPAR estimation using UAV multispectral imagery. [PDF]
Yuan N +9 more
europepmc +1 more source
Hyperspectral Unmixing with Endmember Variability using Semi-supervised Partial Membership Latent Dirichlet Allocation [PDF]
Sheng Zou, Hao Sun, Alina Zare
openalex +1 more source

