Lightweight Transformer traffic scene semantic segmentation algorithm integrating multi-scale depth convolution

• Published in: Tongxin Xuebao Vol. 44; pp. 213 - 225
• Main Authors: Gang XIE, Quanyi WANG, Xinlin XIE, Jian’an WANG
• Format: Journal Article
• Language: Chinese; English
• Published: Editorial Department of Journal on Communications 01.10.2023
• Subjects: semantic segmentation;deep learning;attention mechanism;lightweight;traffic scene
• ISSN: 1000-436X
• DOI: 10.11959/j.issn.1000-436x.2023194

Aiming at the problems of discontinuous segmentation of thin strip objects that were easy to blend into the surrounding background and a large number of model parameters in the semantic segmentation algorithm of traffic scenes, a lightweight Transformer traffic scene semantic segmentation algorithm...