Deep Tracking Metric learning

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

Short name:

MDPNN16

Benchmark:

Description:

n/a

Hardware:

TITAN X 3GHZ 1 Core

Detector:

Public

Processing:

Online

Last submitted:

March 17, 2017 (4 months ago)

Published:

November 21, 2016 at 23:50:42 CET

Submissions:

3

Open source:

No

Project page / code:

Reference:

A. Sadeghian, A. Alahi, S. Savarese. Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies. In arXiv preprint arXiv:1701.01909, 2017.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
47.275.80.514.0 % 41.6 % 2,68192,8567741,675TITAN X 3GHZ 1 CorePublic

Detailed performance:

Sequence MOTA MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0137.872.10.22313.0 % 39.1 % 863,8652477
MOT16-0353.875.90.814820.3 % 18.9 % 1,14246,803352900
MOT16-0649.274.40.122115.8 % 50.7 % 1525,66936108
MOT16-0745.574.80.45411.1 % 27.8 % 2228,573102206
MOT16-0832.579.70.4637.9 % 38.1 % 23211,0045697
MOT16-1240.477.60.58618.6 % 48.8 % 4684,4433635
MOT16-1429.474.80.51646.7 % 52.4 % 37912,499168252

Raw data:


MDPNN16