Tracking using global sparse collaborative representations

TUD-Crossing PETS09-S2L2 ETH-Jelmoli ETH-Linthescher ETH-Crossing AVG-TownCentre ADL-Rundle-1 ADL-Rundle-3 KITTI-16 KITTI-19

Short name:

GSCR

Benchmark:

Description:

n/a

Hardware:

2.7 GHZ, 8 Core

Detector:

Public

Processing:

Online

Last submitted:

March 08, 2016 (1 year ago)

Published:

March 15, 2016 at 02:58:15 CET

Submissions:

2

Open source:

No

Project page / code:

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.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
15.869.41.31.8 % 61.0 % 7,59743,6335141,0102.7 GHZ, 8 CorePublic
IDF1ID PrecisionID Recall
27.947.719.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing35.244.272.70.3130.0 % 23.1 % 706281622
PETS09-S2L224.126.867.62.2420.0 % 28.6 % 9466,214162275
ETH-Jelmoli22.338.569.70.7452.2 % 42.2 % 2961,6532255
ETH-Linthescher5.612.868.00.21970.5 % 86.8 % 2518,1641653
ETH-Crossing6.29.273.80.0260.0 % 88.5 % 1092923
AVG-TownCentre16.532.667.81.02262.7 % 62.8 % 4375,48842146
ADL-Rundle-1-1.125.768.56.3326.3 % 37.5 % 3,1656,17965134
ADL-Rundle-331.433.173.11.4444.5 % 27.3 % 8616,0249083
KITTI-1623.837.870.90.5170.0 % 35.3 % 961,1851631
KITTI-1912.531.565.11.0621.6 % 46.8 % 1,0243,59459170
Venice-111.524.671.31.0170.0 % 64.7 % 4413,5752438

Raw data:


GSCR
DMT