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

TUD-Crossing


Benchmark:

MOT15 |

Short name:

LINF1

Detector:

Public

Description:

n/a

Reference:

Last submitted:

March 05, 2016 (5 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1524.534.826.471.340 (5.5)466 (64.6)5,86440,20734.678.429.723.732.866.826.159.275.51.0298 (8.6)744 (21.5)

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-114.440.330.871.5893,0564,87347.659.234.727.637.968.136.745.575.56.135106
ADL-Rundle-335.837.227.272.64119495,52245.783.023.931.326.468.034.662.876.31.55988
AVG-TownCentre11.120.718.570.451831066,24112.789.537.09.340.669.59.567.074.90.2534
ETH-Crossing21.430.222.775.0220977522.796.230.117.230.979.617.574.278.90.045
ETH-Jelmoli36.552.635.173.57221691,43043.686.839.631.244.668.233.767.077.30.41135
ETH-Linthescher9.215.516.574.23173408,0679.795.637.47.340.174.77.472.878.30.0310
KITTI-1639.147.734.373.3045896643.292.739.130.245.658.332.068.676.70.31226
KITTI-1927.842.429.866.05235923,23639.478.133.127.138.159.429.458.271.40.632186
PETS09-S2L237.734.123.970.21113935,49743.091.319.030.320.263.631.867.574.70.9114202
TUD-Crossing64.261.742.173.2521237566.098.438.046.644.859.748.973.077.30.1822
Venice-118.532.124.172.8084803,22529.373.629.120.030.869.122.456.177.11.11530

Raw data: