A vehicle detection method based on disparity segmentation

• Published in: Multimedia tools and applications Vol. 82; no. 13; pp. 19643 - 19655
• Main Authors: Li, Shiyang, Chen, Jing, Peng, Weimin, Shi, Xiaoying, Bu, Wanghui
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.05.2023; Springer Nature B.V
• Subjects: Ablation; Accuracy; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Methods; Multimedia; Multimedia Information Systems; Proposals; Segmentation; Sensors; Special Purpose and Application-Based Systems; Stereovision; Multi-scale; Disparity segmentation; Object detection

The detection of small objects has always been one of the key challenges in vehicle detection. In this work, a standard for dividing the object more accurately than traditional methods is presented. Based on the division standard of disparity segmentation, we propose a novel multi-scale detection ne...