Export Citations
1 Results for: Author: Zequn, Liu
Save this search
Please login to be able to save your searches and receive alerts for new content matching your search criteria.
Searched The ACM Guide to Computing Literature (3,740,404 records)|Limit your search to The ACM Full-Text Collection (753,052 records)
- research-articleJuly 2024
KDSMALL: A lightweight small object detection algorithm based on knowledge distillation
- Wen Zhou,
- Xiaodon Wang,
- Yusheng Fan,
- Yishuai Yang,
- Yihan Wen,
- Yixuan Li,
- Yicheng Xu,
- Zhengyuan Lin,
- Langlang Chen,
- Shizhou Yao,
- Liu Zequn,
- Jianqing Wang
Computer Communications (COMS), Volume 219, Issue CApr 2024, Pages 271–281https://doi.org/10.1016/j.comcom.2023.12.018AbstractWith the development of computer vision, small object detection has become a research pain point and difficulty in computer vision. Feature acquisition and accurate localization of small objects are two serious challenges that exist for small ...
Highlights- The KDSAMLL algorithm, a lightweight small target detection algorithm, was fused into the YOLOV5s benchmark network test and its mAP metrics improved by 24.5% on the VOC2007+2012 dataset.
- Knowledge distillation of the teacher–student ...