real-time online MOT tracker in comressed domain


Short name:

OTCD_1_16

Benchmark:

Description:

n/a

Hardware:

2.6GHz CPU, TITAN Xp GPU

Detector:

Public

Processing:

Online

Last submitted:

November 29, 2019 (8 days ago)

Published:

November 29, 2019 at 10:10:48 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
44.475.41.011.6 % 47.6 % 5,75994,9277591,7872.6GHz CPU, TITAN Xp GPUPublic
IDF1ID PrecisionID Recall
45.667.434.5

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0131.133.072.60.42313.0 % 47.8 % 1694,2052977
MOT16-0354.551.375.52.014822.3 % 16.9 % 2,94344,304277944
MOT16-0638.547.774.20.522110.9 % 53.4 % 5666,423105125
MOT16-0735.339.674.01.3547.4 % 37.0 % 6629,792100239
MOT16-0831.033.178.60.76311.1 % 42.9 % 42011,04585130
MOT16-1241.552.676.20.58615.1 % 48.8 % 4434,3882467
MOT16-1416.322.173.60.71642.4 % 72.0 % 55614,770139205

Raw data:

n/a


OTCD_1_16