IOU17: IOU Tracker


Video not available.

Benchmark:

MOT17 |

Short name:

IOU17

Detector:

Public

Description:

Simple high-speed tracker without using image information

Reference:

E. Bochinski, V. Eiselein, T. Sikora. High-Speed Tracking-by-Detection Without Using Image Information. In International Workshop on Traffic and Street Surveillance for Safety and Security at IEEE AVSS 2017, 2017.

Processing:

Batch

Last submitted:

August 08, 2017 (2 years ago)

Published:

August 09, 2017 at 09:59:25 CET

Submissions:

1

Open source:

Yes

Hardware:

3.4GHz, 1 Core

Runtime:

1,522.9 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1745.539.476.9369 (15.7)953 (40.5)19,993281,64350.193.41.15,988 (119.6)7,404 (147.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM23.325.872.62131674,74026.591.10.43857
MOT17-01-FRCNN30.335.476.6691,1543,30648.773.22.63859
MOT17-01-SDP41.032.773.7758472,82356.281.11.9134201
MOT17-03-DPM42.731.875.619404,33255,02447.492.02.9641861
MOT17-03-FRCNN56.244.778.134281,44543,99058.097.71.0463633
MOT17-03-SDP71.150.077.665151,12327,82973.498.60.71,2881,722
MOT17-06-DPM39.641.673.9231243216,64043.694.10.3154142
MOT17-06-FRCNN53.052.779.045652985,02857.395.80.2213228
MOT17-06-SDP55.552.576.662664924,45062.293.70.4304232
MOT17-07-DPM28.830.973.743099110,88335.685.82.0153226
MOT17-07-FRCNN33.433.975.451790010,17639.888.21.8176337
MOT17-07-SDP43.939.775.611188128,29050.991.41.6372471
MOT17-08-DPM20.525.679.07411,03815,63126.084.11.7114126
MOT17-08-FRCNN22.627.880.374157115,69125.790.50.988115
MOT17-08-SDP28.029.078.5103551814,41031.892.80.8278340
MOT17-12-DPM37.348.777.011514694,92543.288.90.54365
MOT17-12-FRCNN38.650.178.612493264,95942.891.90.44051
MOT17-12-SDP41.551.378.719405834,39249.388.00.699102
MOT17-14-DPM16.218.374.6112023315,11918.293.50.3129141
MOT17-14-FRCNN20.128.071.910801,75012,53332.277.32.3491556
MOT17-14-SDP28.830.372.49661,62310,80441.582.62.2732739

Raw data: