Illumination-insensitive image representation is a great challenge in the computer vision field. Illumination variations considerably obstruct the effectiveness of image feature extraction. In this paper. we present a novel and generalized learning framework for illumination-insensitive image representation. https://thegreensjunglebeautyshops.shop/product-category/eye-oil/