DCCRF:


Benchmark:

Short name:

DCCRF

Detector:

Public

Description:

Project page / code:

n/a

Reference:

H. Zhou, W. Ouyang, J. Cheng, X. Wang, H. Li. Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.

Processing:

Online

Last submitted:

June 26, 2017 (2 years ago)

Published:

April 12, 2018 at 08:22:16 CET

Submissions:

2

Open source:

No

Hardware:

1*Titanx

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201533.639.170.975.0271.05,91734,002866

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-128.340.071.43.09.01,3005,31259
ADL-Rundle-338.739.373.23.011.05535,60174
AVG-TownCentre32.343.268.928.066.07773,831229
ETH-Crossing22.929.374.32.016.04571414
ETH-Jelmoli43.561.772.49.014.03741,04019
ETH-Linthescher24.132.474.114.0132.03096,38285
KITTI-1642.054.172.52.02.015581219
KITTI-1926.145.465.65.011.01,0882,79766
PETS09-S2L245.629.969.64.04.06644,335245
TUD-Crossing58.650.573.63.01.09634020
Venice-124.831.970.82.05.05562,83836

Raw data:


DCCRF