GSCR: Tracking using global sparse collaborative representations

TUD-Crossing


Benchmark:

Short name:

GSCR

Detector:

Public

Description:

n/a

Reference:

L. Fagot-Bouquet, R. Audigier, Y. Dhome, F. Lerasle. Online multi-person tracking based on global sparse collaborative representations. In ICIP, 2015.

Last submitted:

March 08, 2016 (4 years ago)

Published:

March 15, 2016 at 02:58:15 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

2.7 GHZ, 8 Core

Runtime:

28.1 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201515.827.969.413 (1.8)440 (61.0)7,59743,63329.070.11.3514 (17.7)1,010 (34.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-1-1.125.768.52123,1656,17933.649.76.365134
ADL-Rundle-331.433.173.12128616,02440.782.81.49083
AVG-TownCentre16.532.667.861424375,48823.279.21.042146
ETH-Crossing6.29.273.8023109297.488.10.023
ETH-Jelmoli22.338.569.71192961,65334.874.90.72255
ETH-Linthescher5.612.868.011712518,1648.675.30.21653
KITTI-1623.837.870.906961,18530.384.30.51631
KITTI-1912.531.565.11291,0243,59432.763.11.059170
PETS09-S2L224.126.867.60129466,21435.578.42.2162275
TUD-Crossing35.244.272.7037062843.087.10.31622
Venice-111.524.671.30114413,57521.769.11.02438

Raw data: