Highlight Removal from A Single Grayscale Image Using Attentive GAN

• Published in: Applied artificial intelligence Vol. 36; no. 1
• Main Authors: Xu, Haitao, Li, Qiang, Chen, Jing
• Format: Journal Article
• Language: English
• Published: Philadelphia Taylor & Francis 31.12.2022; Taylor & Francis Ltd; Taylor & Francis Group
• Subjects: Algorithms; Discriminators; Domains; Generative adversarial networks; Gray scale; Pixels; Similarity

The existence of specular highlights hinders high-level computer algorithms. In this paper, we propose a novel approach to remove specular highlights from a single grayscale image by regarding the problem as an image-to-image translation task between the highlight domain and the diffuse domain. We s...