Effective traffic density recognition based on ResNet-SSD with feature fusion and attention mechanism in normal intersection scenes

• Main Authors: Zhang, Qiang, Fu, Yuguang
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2025
• Subjects: Engineering; Object detection; Traffic density recognition
• Online Access: https://hdl.handle.net/10356/182788
• Institution: Nanyang Technological University

In normal intersection scenes, there are many tasks that rely on the recognition of traffic density, such as adaptive traffic signal control and driving risk detection. Traditional methods for traffic density recognition are difficult to use, expensive to deploy, and/or may cause damage to the road...