IOU Tracker

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

IOU17

Benchmark:

Description:

Simple high-speed tracker without using image information

Hardware:

3.4GHz, 1 Core

Detector:

Public

Processing:

Batch

Last submitted:

August 08, 2017 (1 year ago)

Published:

August 09, 2017 at 09:59:25 CET

Submissions:

1

Open source:

Yes

Project page / code:

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.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
45.576.91.115.7 % 40.5 % 19,993281,6435,9887,4043.4GHz, 1 CorePublic
IDF1ID PrecisionID Recall
39.456.430.3

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM23.325.872.60.4248.3 % 54.2 % 1674,7403857
MOT17-03-DPM42.731.875.62.914812.8 % 27.0 % 4,33255,024641861
MOT17-06-DPM39.641.673.90.322210.4 % 55.9 % 3216,640154142
MOT17-07-DPM28.830.973.72.0606.7 % 50.0 % 99110,883153226
MOT17-08-DPM20.525.679.01.7769.2 % 53.9 % 1,03815,631114126
MOT17-12-DPM37.348.777.00.59112.1 % 56.0 % 4694,9254365
MOT17-14-DPM16.218.374.60.31640.6 % 73.2 % 23315,119129141
MOT17-01-FRCNN30.335.476.62.62425.0 % 37.5 % 1,1543,3063859
MOT17-03-FRCNN56.244.778.11.014823.0 % 18.9 % 1,44543,990463633
MOT17-06-FRCNN53.052.779.00.222220.3 % 29.3 % 2985,028213228
MOT17-07-FRCNN33.433.975.41.8608.3 % 28.3 % 90010,176176337
MOT17-08-FRCNN22.627.880.30.9769.2 % 53.9 % 57115,69188115
MOT17-12-FRCNN38.650.178.60.49113.2 % 53.8 % 3264,9594051
MOT17-14-FRCNN20.128.071.92.31646.1 % 48.8 % 1,75012,533491556
MOT17-01-SDP41.032.773.71.92429.2 % 20.8 % 8472,823134201
MOT17-03-SDP71.150.077.60.714843.9 % 10.1 % 1,12327,8291,2881,722
MOT17-06-SDP55.552.576.60.422227.9 % 29.7 % 4924,450304232
MOT17-07-SDP43.939.775.61.66018.3 % 30.0 % 8128,290372471
MOT17-08-SDP28.029.078.50.87613.2 % 46.1 % 51814,410278340
MOT17-12-SDP41.551.378.70.69120.9 % 44.0 % 5834,39299102
MOT17-14-SDP28.830.372.42.21645.5 % 40.2 % 1,62310,804732739

Raw data:


TAP
IOU17