ELP: Enhanced Linear Programming Tracker

TUD-Crossing


Benchmark:

Short name:

ELP

Detector:

Public

Description:

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

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.

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

Runtime:

5.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201525.026.271.254 (7.5)316 (43.8)7,34537,34439.276.61.31,396 (35.6)1,804 (46.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-10.00.00.000000.00.00.000
ADL-Rundle-30.00.00.000000.00.00.000
AVG-TownCentre0.00.00.000000.00.00.000
ETH-Crossing0.00.00.000000.00.00.000
ETH-Jelmoli0.00.00.000000.00.00.000
ETH-Linthescher0.00.00.000000.00.00.000
KITTI-160.00.00.000000.00.00.000
KITTI-190.00.00.000000.00.00.000
PETS09-S2L20.00.00.000000.00.00.000
TUD-Crossing0.00.00.000000.00.00.000
Venice-10.00.00.000000.00.00.000

Raw data: