Near-Online multi-target tracking with tensor rank-one approximation

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

Short name:

TAP

Benchmark:

Description:

n/a

Hardware:

3GHZ, 1Core

Detector:

Private

Processing:

Online

Last submitted:

August 18, 2017 (1 year ago)

Published:

November 03, 2018 at 15:57:31 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

Z. Zhou, J. Xing, M. Zhang, W. Hu, Online Multi-Target Tracking with Tensor-Based High-Order Graph Matching, In ICPR, 2017

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
64.878.62.340.6 % 22.0 % 13,47049,9277941,0503GHZ, 1CorePrivate
IDF1ID PrecisionID Recall
73.582.766.1

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0168.176.278.80.32352.2 % 17.4 % 1261,9031223
MOT16-0375.383.378.84.214864.2 % 10.8 % 6,25919,52353208
MOT16-0656.263.578.71.822148.9 % 17.6 % 2,1092,827119163
MOT16-0752.956.578.33.65429.6 % 5.6 % 1,7815,794116171
MOT16-0844.153.480.31.26331.7 % 33.3 % 7678,5058098
MOT16-1248.464.878.80.98625.6 % 38.4 % 8403,4053864
MOT16-1446.353.976.02.116421.3 % 31.1 % 1,5887,970376323

Raw data:


TAP