IOU Tracker


Short name:

IOU_19

Benchmark:

Description:

Simple high-speed tracker without using image information

Parameters: -sl 0.0 -sh 0.1 -si 0.3 -tm 1

Hardware:

3.4GHz, 1 Core

Detector:

Public

Processing:

Batch

Last submitted:

June 07, 2019 (1 month ago)

Published:

June 16, 2019 at 00:00:00 CET

Submissions:

1

Open source:

No

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
35.878.95.510.0 % 31.0 % 24,427319,69615,67617,8643.4GHz, 1 CorePublic
IDF1ID PrecisionID Recall
25.740.118.9

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
CVPR19-0446.128.282.20.369210.7 % 22.8 % 655161,0389,92810,661
CVPR19-0622.020.672.112.42636.1 % 41.1 % 12,50186,5123,2724,124
CVPR19-0746.639.776.81.811125.2 % 19.8 % 1,06115,820793883
CVPR19-0811.917.270.312.71904.2 % 53.2 % 10,21056,3261,6832,196

Raw data:

n/a


IOU_19