Simple Online and Realtime Tracking with High Performance Detections

MOT16-01 MOT16-03 MOT16-06 MOT16-07 MOT16-08 MOT16-12 MOT16-14

Short name:

SORTwHPD16

Benchmark:

Description:

Tracker: SORT
Bewley, Alex, et al. "Simple online and realtime tracking." Image Processing (ICIP), 2016 IEEE International Conference on. IEEE, 2016.

Detections:
Yu, Fengwei, et al. "POI: Multiple Object Tracking with High-Performance Detection and Appearance Feature." European Conference on Computer Vision. Springer International Publishing, 2016.

Hardware:

2.6GHz, 1 Core

Detector:

Private

Processing:

Online

Last submitted:

February 05, 2017 (2 years ago)

Published:

February 17, 2017 at 10:07:11 CET

Submissions:

1

Open source:

Yes

Project page / code:

Reference:

A. Bewley, Z. Ge, L. Ott, F. Ramos, B. Upcroft. Simple online and realtime tracking. In International Conference on Image Processing (ICIP), 2016.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
59.879.61.525.4 % 22.7 % 8,69863,2451,4231,8352.6GHz, 1 CorePrivate
IDF1ID PrecisionID Recall
53.865.245.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0152.945.978.61.72343.5 % 8.7 % 7582,2065068
MOT16-0369.158.379.83.014847.3 % 10.1 % 4,43627,442435662
MOT16-0657.457.880.00.422128.1 % 22.2 % 4404,295181210
MOT16-0756.245.979.51.15424.1 % 9.3 % 5576,418170213
MOT16-0835.436.581.01.36315.9 % 31.7 % 8239,801179222
MOT16-1245.354.779.90.58618.6 % 39.5 % 4784,0005881
MOT16-1442.446.476.71.61647.3 % 28.7 % 1,2069,083350379

Raw data:


SORTwHPD16