Single image dehazing enhancement based on retinal mechanism

• Published in: Multimedia tools and applications Vol. 83; no. 21; pp. 61083 - 61101
• Main Authors: Lei, Lei, Cai, Zhe-Fei, Fan, Ying-Le
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.06.2024; Springer Nature B.V
• Subjects: Color; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Image contrast; Image enhancement; Image quality; Luminous intensity; Multimedia Information Systems; Retina; Signal to noise ratio; Special Purpose and Application-Based Systems; Synthetic data; Track 6: Computer Vision for Multimedia Applications; Single-opponent receptive field; Single image dehazing; Crossover inhibition; Gap junction coupling

Based on the hierarchical transmission and interaction response characteristics of visual information in retina, we propose a single image dehazing enhancement computational model that simulates the multiple level physiological mechanisms of retina. Firstly, according to the characteristics of gap j...