Junwen Liu, Yongjun Zhang, Zhi Li, Yong Zhao, Xinyu Ran, Zhongwei Cui, Mengjia Niu. Head Detection Based on RDM-YOLOv3[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0815011
- Laser & Optoelectronics Progress
- Vol. 59, Issue 8, 0815011 (2022)
Fig. 1. YOLOv3 network structure diagram
Fig. 2. DenseNet network structure diagram
Fig. 3. DenseBlock internal structure diagram
Fig. 4. Structure of RD-Net feature extraction network
Fig. 5. MDC structure diagram
Fig. 6. First MDC2 channel connection diagram
Fig. 7. Complete network structure diagram
Fig. 8. PR curves of ablation experiments on two datasets. (a) Brainwash dataset; (b) HollywoodHeads dataset
Fig. 9. Comparison of PR curves between RDM-YOLOv3 and other methods on Brainwash dataset
Fig. 10. Comparison of PR curves between RDM-YOLOv3 and other methods on HollywoodHeads dataset
Fig. 11. Comparison of test results of two head datasets. (a) HollywoodHeads dataset; (b) Brainwash dataset
|
Table 1. Internal channel information of transport layer
| ||||||||||||||||||||||||||
Table 2. Comparison of ablation experiments on two data sets
|
Table 3. Comparison results on Brainwash dataset
|
Table 4. Comparison results on HollywoodHeads dataset
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20