Ankit Kumar

HEA-GAN for high-fidelity low-light image enhancement and degradation-aware image augmentation using a hybrid deep learning and GAN framework

Abstract Poor vision and low-light conditions have a deleterious effect on the functioning of downstream computer-vision systems used in surveillance, autonomous driving, biomedical imaging, and remote sensing. Histogram equalization, Retinex based methods and manually crafted de...