Huan Liu, Chungeng Li, Jubai An, Guo Wei, Junli Ren. Multiple Object Tracking Based on Kernelized Correlation Filter[J]. Laser & Optoelectronics Progress, 2019, 56(12): 121501
- Laser & Optoelectronics Progress
- Vol. 56, Issue 12, 121501 (2019)
Fig. 1. IOU presentation of ADL-Rundle-6 sequence in 2DMOT2015 dataset
Fig. 2. Object similarity judgment. (a) 4th frame; (b) 21st frame; (c) template-to-template change
Fig. 3. Status and path of target flow
Fig. 4. KCF_IOU tracking algorithm
Fig. 5. Effects of different parameters. (a) MOTA; (b) MOTP; (c) FAF; (d) MT; (e) ML; (f) FP; (g) FN; (h) IDS; (i) FM
Fig. 6. Comparison among IOU, SORT, and proposed algorithm
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Table 1. Selectable parameter range of algorithm
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Table 2. Performance of proposed approach on 2DMOT2015 sequences
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Table 3. Performance of proposed approach on MOT16 sequences
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