ELP: Enhanced Linear Programming Tracker


Benchmark:

Short name:

ELP

Detector:

Public

Description:

Linear programming based tracker that performs tracklet linking over several iterations, using motion information.

Project page / code:

Reference:

N. McLaughlin, J. Martinez Del Rincon, P. Miller. Enhancing Linear Programming with Motion Modeling for Multi-target Tracking. In IEEE Winter Conference on Applications of Computer Vision (WACV), 2015.

Processing:

Batch

Last submitted:

February 04, 2015 (5 years ago)

Published:

August 21, 2015 at 15:39:55 CET

Submissions:

2

Open source:

Yes

Hardware:

3.4GHz 1 Core

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201525.026.271.254.0316.07,34537,3441,396

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-114.618.572.75.013.02,0335,721191
ADL-Rundle-326.027.872.73.011.01,5495,803169
AVG-TownCentre27.537.669.124.076.09334,038210
ETH-Crossing21.125.474.91.017.0187649
ETH-Jelmoli35.538.773.58.014.02481,31772
ETH-Linthescher14.717.474.94.0152.0477,49082
KITTI-1636.633.372.60.02.013389353
KITTI-1922.732.166.34.016.01,0212,967140
PETS09-S2L242.225.069.53.06.07204,528323
TUD-Crossing44.929.773.22.02.03951454
Venice-112.218.173.10.07.06043,30993

Raw data:


ELP