Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution.
Qin XuShiji LiuJinpei LiuBin LuoPublished in: Cogn. Comput. (2024)
Keyphrases
- hyperspectral
- image super resolution
- spectral signatures
- multiscale
- remote sensing
- hyperspectral images
- hyperspectral imagery
- multispectral
- high resolution
- super resolution
- low resolution
- hyperspectral data
- infrared
- hyperspectral remote sensing
- spectral bands
- dictionary learning
- target detection
- spectral resolution
- edge preserving
- image registration
- satellite images
- spatial resolution
- image data
- spectral data
- information content
- kernel regression
- sparse representation
- spatial information
- map estimation
- edge detection
- low resolution images
- image patches
- image representation
- natural images
- image processing
- maximum a posteriori
- image reconstruction
- similarity measure
- image segmentation
- reflectance spectra
- wavelet transform
- k means
- feature vectors
- data sets