GSCR: Tracking using global sparse collaborative representations

TUD-Crossing


Benchmark:

MOT15 |

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 (5 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1515.827.921.469.413 (1.8)440 (61.0)7,59743,63329.070.122.620.524.766.022.754.873.21.3514 (17.7)1,010 (34.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-1-1.125.720.268.52123,1656,17933.649.720.420.322.464.726.639.372.36.365134
ADL-Rundle-331.433.124.373.12128616,02440.782.820.828.821.674.231.463.976.61.49083
AVG-TownCentre16.532.624.967.861424375,48823.279.236.417.140.261.917.961.072.41.042146
ETH-Crossing6.29.28.573.8023109297.488.112.45.912.681.45.970.977.60.023
ETH-Jelmoli22.338.526.369.71192961,65334.874.927.425.431.262.327.759.573.50.72255
ETH-Linthescher5.612.813.368.011712518,1648.675.326.36.828.862.26.960.672.00.21653
KITTI-1623.837.824.570.906961,18530.384.327.621.929.659.823.064.074.30.51631
KITTI-1912.531.523.965.11291,0243,59432.763.124.523.729.654.626.651.370.01.059170
PETS09-S2L224.126.818.867.60129466,21435.578.413.925.515.060.127.360.272.12.2162275
TUD-Crossing35.244.227.872.7037062843.087.125.130.928.563.033.066.976.10.31622
Venice-111.524.619.271.30114413,57521.769.123.915.724.973.117.154.775.01.02438

Raw data: