Training Dictionaries with HSI Datasets via K-SVD
Version 1.0.1 (4.8 KB) by
子舰 林
Hyperspectral Datasets; K-SVD; OMP
datasets:
Foster DH, Reeves A. Colour constancy failures expected in colourful environments. Proc Biol Sci 289, 20212483 (2022)
Yasuma F, Mitsunaga T, Iso D, Nayar SK. Generalized assorted pixel camera: postcapture control of resolution, dynamic range, and spectrum. IEEE Trans Image Process 19, 2241-53 (2010).
K-SVD:
Aharon M, Elad M, Bruckstein A. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation. Ieee T Signal Proces 54, 4311-4322 (2006).
Cite As
子舰 林 (2024). Training Dictionaries with HSI Datasets via K-SVD (https://www.mathworks.com/matlabcentral/fileexchange/155067-training-dictionaries-with-hsi-datasets-via-k-svd), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Created with
R2023b
Compatible with any release
Platform Compatibility
Windows macOS LinuxTags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.