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In this section, the proposed P-MIL is compared with the MIL, WMIL, and significance-MIL algorithms on several videos including "David indoor" , "Face occluded" [20, 21], "Tiger" [20, 21], and "Dollar" .
For the WMIL tracker , the instances in the positive bag are cropped in a circle with radius r = 4 and the instances in the negative bag are cropped in an annulus with radius a = 2r and [beta] = 1.5s.
The WMIL and significance-MIL algorithms drift away in frames 281 and 371.
We use failure rate (FR) to evaluate the performance of the MIL, WMIL, significance-MIL, and P-MIL algorithms.
The yellow lines are for the WMIL, while the green lines are for the significance-MIL.
This section details the average computing time of the MIL, WMIL, significance-MIL, and P-MIL algorithms.
Caption: Figure 3: The tracking results by using the MIL, WMIL, significance-MIL, and P-MIL algorithms.
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- WMI (disambiguation)
- WMI Coplin
- WMI Query Language
- Wml Script Compiled