Multi Person Tracking by Lifted Multicut and Person Re-identification

MOT16-01 MOT16-03 MOT16-06 MOT16-07 MOT16-08 MOT16-12 MOT16-14

Short name:

LMP_p

Benchmark:

Description:

use the detections provided by KDNT tracker.

Hardware:

3.6 GHz, 1 Core

Detector:

Private

Processing:

Batch

Last submitted:

November 22, 2016 (3 years ago)

Published:

June 08, 2017 at 12:41:59 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

S. Tang, M. Andriluka, B. Andres, B. Schiele. Multiple People Tracking with Lifted Multicut and Person Re-identification. In CVPR, 2017.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
71.080.21.346.9 % 21.9 % 7,88044,5644345873.6 GHz, 1 CorePrivate
IDF1ID PrecisionID Recall
70.178.963.0

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0165.664.778.50.62356.5 % 13.0 % 2761,9031823
MOT16-0382.875.881.91.814870.9 % 3.4 % 2,75415,052144148
MOT16-0665.768.978.20.822152.9 % 20.4 % 9642,91578106
MOT16-0762.163.279.41.55444.4 % 11.1 % 7475,3845782
MOT16-0838.044.278.21.46327.0 % 34.9 % 8899,4305568
MOT16-1251.662.075.50.78627.9 % 37.2 % 6613,3222837
MOT16-1455.667.074.22.116434.1 % 32.3 % 1,5896,55854123

Raw data:


LMP_p