Multi-Person Tracking by Multicuts and Deep Matching

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

Short name:

JMC

Benchmark:

Description:

Extension of "Subgraph Decomposition for Multi-Object Tracking (CVPR15)"

Hardware:

3.20GHz 1 Core

Detector:

Public

Processing:

Batch

Last submitted:

August 03, 2016 (1 year ago)

Published:

July 27, 2016 at 20:31:51 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

S. Tang, B. Andres, M. Andriluka, B. Schiele. Multi-Person Tracking by Multicuts and Deep Matching. In BMTT, 2016.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
46.375.71.115.5 % 39.7 % 6,37390,9146571,1143.20GHz 1 CorePublic
IDF1ID PrecisionID Recall
46.366.335.6

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0130.331.272.40.32313.0 % 43.5 % 1324,2874054
MOT16-0353.548.475.92.114823.0 % 19.6 % 3,14445,223264422
MOT16-0649.656.173.10.322116.3 % 41.6 % 3755,34697183
MOT16-0742.844.674.01.85411.1 % 27.8 % 9148,34674144
MOT16-0832.936.079.90.66311.1 % 36.5 % 39310,7458292
MOT16-1241.655.677.60.88622.1 % 45.3 % 7004,1123042
MOT16-1426.236.573.81.01647.9 % 56.7 % 71512,85570177

Raw data:


JMC
POI