Correcting color and hyperspectral images with identification of distortion model

•A novel identification-based image correction method using a bi-illuminant dichromatic reflection model is proposed that works well both for color and hyperspectral images.•Image patches with uniform properties on distorted and distortions-free images are used as a prior knowledge for identificatio...

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