Deep actor-critic for online multi-object tracking

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

Short name:

DeepAC

Benchmark:

Description:

Deep actor-critic for online multi-object tracking

Hardware:

TITAN X GPU, 1 core 2GHz CPU

Detector:

Public

Processing:

Online

Last submitted:

March 17, 2017 (11 months ago)

Published:

March 17, 2017 at 08:27:26 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
38.874.90.99.1 % 42.8 % 5,444103,1742,8866,592TITAN X GPU, 1 core 2GHz CPUPublic
IDF1ID PrecisionID Recall
33.152.124.2

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0128.625.371.70.4238.7 % 43.5 % 1974,266104232
MOT16-0345.635.475.02.114812.2 % 19.6 % 3,09052,5131,3073,934
MOT16-0645.739.173.50.222112.2 % 43.9 % 2235,785253417
MOT16-0732.527.773.71.1547.4 % 33.3 % 53110,110378770
MOT16-0825.225.179.10.5636.3 % 46.0 % 29011,887334358
MOT16-1236.643.376.30.4869.3 % 47.7 % 3774,734144248
MOT16-1418.922.974.11.01643.7 % 61.6 % 73613,879366633

Raw data:

n/a


HCC
DeepAC
FWT