Research on rainy day traffic sign recognition algorithm based on PMRNet

• Published in: Mathematical biosciences and engineering : MBE Vol. 20; no. 7; pp. 12240 - 12262
• Main Authors: Zhang, Jing, Zhang, Haoliang, Lang, Ding, Xu, Yuguang, Li, Hong-An, Li, Xuewen
• Format: Journal Article
• Language: English
• Published: United States AIMS Press 01.01.2023
• Subjects: cot module; image deraining; multi-scale residual; traffic sign recognition; multi-scale residual; traffic sign recognition; image deraining; CoT module

The recognition of traffic signs is of great significance to intelligent driving and traffic systems. Most current traffic sign recognition algorithms do not consider the impact of rainy weather. The rain marks will obscure the recognition target in the image, which will lead to the performance degr...