oICF: Online Multi-Person Tracking using Integral Channel Features

TUD-Crossing


Benchmark:

MOT15 |

Short name:

oICF

Detector:

Public

Description:

n/a

Reference:

H. Kieritz, S. Becker, W. Hübner, M. Arens. Online Multi-Person Tracking using Integral Channel Features. In IEEE Advanced Video and Signal-based Surveillance (AVSS) 2016, 2016.

Last submitted:

March 27, 2016 (5 years ago)

Published:

April 15, 2016 at 18:24:36 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2.30GHz, 2 Core

Runtime:

1.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1527.140.530.146 (6.4)351 (48.7)7,59436,75740.276.533.127.639.657.730.858.674.01.3454 (11.3)1,660 (41.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-127.746.533.54101,5265,17844.473.039.029.143.367.133.955.875.33.124141
ADL-Rundle-333.542.431.54121,2155,47846.179.431.631.736.657.735.561.275.71.963150
AVG-TownCentre15.436.227.811971,5484,41738.263.831.225.045.944.729.649.571.93.482394
ETH-Crossing22.338.524.01163874126.187.330.219.134.264.420.066.876.40.2010
ETH-Jelmoli43.658.939.57142021,21952.086.743.536.252.462.439.365.675.60.51051
ETH-Linthescher13.421.020.361641497,56815.390.136.411.444.860.011.668.676.00.11248
KITTI-1636.051.334.10323883251.178.534.733.742.454.638.459.174.71.11963
KITTI-1918.046.132.73201,1483,18240.465.337.729.143.159.132.852.969.81.152249
PETS09-S2L241.539.427.8449544,50853.284.321.336.725.248.839.762.872.82.2180477
TUD-Crossing64.269.648.7522037066.497.350.646.960.863.049.772.778.30.1426
Venice-116.131.724.7195563,26428.570.030.719.934.463.422.354.975.71.2851

Raw data: