TO: Leveraging single for multi-target tracking using a novel trajectory overlap affinity measure

TUD-Crossing


Benchmark:

MOT15 |

Short name:

TO

Detector:

Public

Description:

n/a

Reference:

S. Manen, R. Timofte, D. Dai, L. Gool. Leveraging single for multi-target tracking using a novel trajectory overlap affinity measure. In 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.

Last submitted:

September 02, 2015 (6 years ago)

Published:

April 19, 2017 at 14:44:27 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

1.6 GHZ, 8 Cores

Runtime:

5.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1525.732.725.231 (4.3)414 (57.4)4,77940,51134.181.427.124.031.661.826.062.276.00.8383 (11.2)600 (17.6)

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-117.938.430.76102,3365,27043.463.335.927.041.465.133.949.676.94.73349
ADL-Rundle-331.636.225.62136836,21638.985.323.428.527.062.130.566.976.91.15150
AVG-TownCentre18.825.921.761392095,53322.688.529.116.535.953.517.066.574.30.563131
ETH-Crossing16.722.616.8019283017.298.921.513.322.184.013.477.080.00.044
ETH-Jelmoli32.843.030.86191391,55938.587.633.728.243.759.630.268.578.50.3721
ETH-Linthescher8.313.314.81172248,1628.697.032.56.835.675.96.877.080.60.078
KITTI-1639.948.031.7026495144.192.131.831.736.762.633.670.278.00.3720
KITTI-1932.243.829.64214513,13741.383.032.028.037.559.729.960.271.90.432113
PETS09-S2L240.730.722.4385225,04947.689.815.133.517.553.335.566.974.91.2145168
TUD-Crossing57.251.537.0332642961.196.332.142.936.360.245.371.576.90.11717
Venice-118.625.219.4083233,37526.078.620.818.622.271.320.160.878.10.71719

Raw data: