MTSTracker: MTS tracker

ETH-Jelmoli


Benchmark:

Short name:

MTSTracker

Detector:

Public

Description:

n/a

Reference:

F. Nguyen Thi Lan Anh, F. Bremond. Multi-Object Tracking using Multi-Channel Part Appearance Representation. In International conference on Advanced video and Signal Based Surveillance, 2017.

Last submitted:

July 07, 2017 (3 years ago)

Published:

July 07, 2017 at 15:21:09 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

CPU 16GHZ, 8 core

Runtime:

19.3 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201520.631.970.365 (9.0)266 (36.9)15,16132,21247.665.82.61,387 (29.2)2,357 (49.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-12.425.671.1684,2004,74949.052.08.4138241
ADL-Rundle-324.729.971.6492,4005,06250.268.03.8197219
AVG-TownCentre21.839.468.820631,7173,67148.666.93.8203396
ETH-Crossing24.843.873.41128666234.079.90.4612
ETH-Jelmoli28.948.472.79156481,11056.268.81.54566
ETH-Linthescher22.029.873.181304246,46327.685.30.480176
KITTI-1628.439.871.60427288847.874.91.358103
KITTI-196.632.265.84171,8562,98644.155.91.8147379
PETS09-S2L237.128.368.7531,8813,74461.275.84.3435599
TUD-Crossing72.168.873.0815523079.194.10.32243
Venice-15.225.770.8041,6222,64742.054.23.656123

Raw data:


MTSTracker