NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion.
Abdolraheem KhaderJingxiang YangLiang XiaoPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- nonnegative matrix factorization
- remote sensing
- multispectral
- hyperspectral
- image fusion
- negative matrix factorization
- remote sensing images
- change detection
- satellite images
- hyperspectral images
- data representation
- spatial resolution
- matrix factorization
- spectral bands
- least squares
- multi band
- hyperspectral imagery
- multi sensor
- high spatial resolution
- high resolution
- image processing
- multispectral images
- image analysis
- target detection
- hyperspectral data
- principal component analysis
- spectral clustering
- fusion method
- discrete wavelet transform
- multiresolution
- document clustering
- neural network
- image data
- original data
- high quality
- multiscale
- image reconstruction
- pattern recognition
- machine learning