Training Dictionaries with HSI Datasets via K-SVD

Hyperspectral Datasets; K-SVD; OMP
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Updated 2 Jan 2024

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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 Linux
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Version Published Release Notes
1.0.1

OMPerr

1.0.0