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:

July 14, 2019 (1 month ago)

Published:

July 14, 2019 at 15:05:11 CET

Submissions:

1

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
44.977.40.914.0 % 44.2 % 16,280291,1363,5735,4442.6GHz CPU, TITAN Xp GPUPublic
IDF1ID PrecisionID Recall
42.362.432.0

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM22.626.073.20.5248.3 % 58.3 % 2224,7402956
MOT17-03-DPM43.435.076.32.314812.2 % 27.0 % 3,38855,450457828
MOT17-06-DPM34.541.574.00.52227.7 % 59.5 % 6396,943131117
MOT17-07-DPM28.430.374.12.2606.7 % 50.0 % 1,08110,895124206
MOT17-08-DPM20.624.779.51.3766.6 % 56.6 % 82515,839103103
MOT17-12-DPM36.443.676.80.69113.2 % 56.0 % 4974,9863251
MOT17-14-DPM13.717.774.50.61642.4 % 78.0 % 44715,396114156
MOT17-01-FRCNN32.135.976.92.12425.0 % 41.7 % 9453,4003358
MOT17-03-FRCNN55.548.578.80.614820.3 % 19.6 % 91445,318333618
MOT17-06-FRCNN48.551.579.00.522218.9 % 31.5 % 5575,299218229
MOT17-07-FRCNN32.435.175.71.2605.0 % 35.0 % 59710,694132288
MOT17-08-FRCNN22.127.280.90.7767.9 % 55.3 % 41515,9716990
MOT17-12-FRCNN36.250.178.90.39113.2 % 53.8 % 2785,2242848
MOT17-14-FRCNN18.227.771.82.31645.5 % 53.7 % 1,76012,821542529
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