real-time online MOT tracker in comressed domain


Short name:

OTCD_1_17

Benchmark:

Description:

n/a

Hardware:

2.6GHz CPU, TITAN Xp GPU

Detector:

Public

Processing:

Online

Last submitted:

November 19, 2019 (23 days ago)

Published:

July 14, 2019 at 15:05:11 CET

Submissions:

2

Open source:

Yes

Project page / code:

Reference:

Q. Liu, B. Liu, Y. Wu, W. Li, N. Yu. Real-Time Online Multi-Object Tracking in Compressed Domain. In IEEE Access, 2019.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
48.676.91.016.2 % 41.2 % 18,499268,2043,5025,5882.6GHz CPU, TITAN Xp GPUPublic
IDF1ID PrecisionID Recall
47.966.937.3

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM30.932.872.60.42412.5 % 50.0 % 1694,2602977
MOT17-03-DPM54.751.475.61.914823.0 % 16.9 % 2,82544,305277930
MOT17-06-DPM37.947.074.10.522210.8 % 54.5 % 5526,655106120
MOT17-07-DPM34.038.574.01.4606.7 % 46.7 % 67610,375100241
MOT17-08-DPM25.128.278.60.6769.2 % 52.6 % 36215,37485132
MOT17-12-DPM40.551.476.20.49114.3 % 51.6 % 3754,7602467
MOT17-14-DPM16.322.173.60.71642.4 % 72.0 % 55614,770139205
MOT17-01-FRCNN31.935.576.72.32425.0 % 41.7 % 1,0313,3214060
MOT17-03-FRCNN59.857.077.92.014828.4 % 16.9 % 2,98638,814234462
MOT17-06-FRCNN49.151.778.80.622222.5 % 30.6 % 7615,008228218
MOT17-07-FRCNN32.937.275.12.2606.7 % 33.3 % 1,11510,056157271
MOT17-08-FRCNN24.128.179.41.0767.9 % 50.0 % 65515,30183109
MOT17-12-FRCNN38.853.478.50.59116.5 % 51.6 % 4664,8122242
MOT17-14-FRCNN17.627.271.13.01646.7 % 46.3 % 2,25512,233750587
MOT17-01-SDP44.438.874.30.92429.2 % 20.8 % 4173,12148102
MOT17-03-SDP71.456.878.10.714841.2 % 10.8 % 1,05928,4934171,084
MOT17-06-SDP49.751.877.00.522223.0 % 37.8 % 5615,175197146
MOT17-07-SDP42.443.176.31.06011.7 % 36.7 % 4889,121119209
MOT17-08-SDP28.830.079.00.47613.2 % 50.0 % 25114,668130188
MOT17-12-SDP43.755.079.00.29119.8 % 48.4 % 2114,6521837
MOT17-14-SDP24.530.773.21.01643.0 % 52.4 % 72812,930299301

Raw data:

n/a


DPT
OTCD_1_17