LINF1: Improving Multi-Frame Data Association with Sparse Representations for Robust Near-Online Multi-Object Tracking

TUD-Crossing


Benchmark:

Short name:

LINF1

Detector:

Public

Description:

n/a

Reference:

Last submitted:

March 05, 2016 (4 years ago)

Published:

March 16, 2016 at 15:53:31 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2.7 GHZ, 8 Core

Runtime:

7.5 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
2D MOT 201524.534.871.340 (5.5)466 (64.6)5,86440,20734.678.41.0298 (8.6)744 (21.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-114.440.371.5893,0564,87347.659.26.135106
ADL-Rundle-335.837.272.64119495,52245.783.01.55988
AVG-TownCentre11.120.770.451831066,24112.789.50.2534
ETH-Crossing21.430.275.0220977522.796.20.045
ETH-Jelmoli36.552.673.57221691,43043.686.80.41135
ETH-Linthescher9.215.574.23173408,0679.795.60.0310
KITTI-1639.147.773.3045896643.292.70.31226
KITTI-1927.842.466.05235923,23639.478.10.632186
PETS09-S2L237.734.170.21113935,49743.091.30.9114202
TUD-Crossing64.261.773.2521237566.098.40.1822
Venice-118.532.172.8084803,22529.373.61.11530

Raw data: