Adaptive Spatio-temporal Model Tracking

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

Short name:

ASTT

Benchmark:

Description:

n/a

Hardware:

2.70GHz, 1 Core

Detector:

Public

Processing:

Batch

Last submitted:

August 15, 2017 (1 year ago)

Published:

October 22, 2018 at 22:33:58 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Yi Tao el al., “Adaptive Spatio-temporal Model Based Multiple Object Tracking Considering a Moving Camera[C]”, International Conference on Universal Village (UV), 2018.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
47.276.10.816.3 % 41.6 % 4,68090,8776338142.70GHz, 1 CorePublic
IDF1ID PrecisionID Recall
44.364.133.8

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0130.343.373.10.32326.1 % 47.8 % 1244,3161528
MOT16-0353.843.276.01.814823.0 % 20.3 % 2,73945,196349419
MOT16-0651.961.674.20.222120.4 % 47.5 % 2245,2635787
MOT16-0745.746.475.10.95411.1 % 27.8 % 4268,3736997
MOT16-0832.935.180.30.6639.5 % 38.1 % 39310,7538191
MOT16-1243.955.678.10.58617.4 % 41.9 % 4374,1902531
MOT16-1428.839.875.30.41647.3 % 57.9 % 33712,7863761

Raw data:


ASTT