It is seen that while performing reconstruction of HSI images using any regularization-based method, the spectral correlation among its bands is considered as a penalty term.

e.g. the following work is an example: Article Hyperspectral imagery super-resolution by sparse representat...

However, due to finite number of spectral bands, we do not see many such algorithms for the MS image restoration.