Deep learning approach for hyperspectral image demosaicking, spectral correction and high-resolution RGB reconstruction.
Peichao LiMichael EbnerPhilip J. NoonanConor C. HorganAnisha BahlSébastien OurselinJonathan ShapeyTom VercauterenPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2022)
Keyphrases
- deep learning
- high resolution
- hyperspectral images
- remote sensing
- hyperspectral
- hyperspectral imagery
- color images
- spectral resolution
- spatial resolution
- low resolution
- color filter array
- high frequency
- multispectral
- hyperspectral data
- spectral bands
- multispectral images
- satellite images
- unsupervised learning
- super resolution
- hyperspectral imaging
- image processing
- color space
- remote sensing images
- change detection
- color reproduction
- machine learning
- spectral signatures
- color information
- high quality
- weakly supervised
- denoising
- mental models
- image reconstruction
- digital camera
- target detection
- image data
- d objects
- image segmentation
- reflectance spectra