Yunhui Zhao, Xiaozhou Cheng, Kaiwen Dong, Xiao Yun, Yanjing Sun, Yingjie Han. Unlabeled Video Retrieval Method of Mining Personnel Based on MK-YOLOV4[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0415003
- Laser & Optoelectronics Progress
- Vol. 59, Issue 4, 0415003 (2022)
Fig. 1. MK-YOLOV4 network structure
Fig. 2. Flowchart of anchor box generation method
Fig. 3. CA-NET structure
Fig. 4. Data enhancement effect. (a) Color jitter; (b) random erasure
Fig. 5. Some examples of Miner-Market personnel re-identification data set
Fig. 6. Algorithm performance comparison
Fig. 7. Detection results in actual mining scene
Fig. 8. Weight coefficient
Fig. 9. Mining staff re-identification search results
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Table 1. Comparison of different network performance
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Table 2. Performance analysis of different models in Miner-Market data set
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