GPDBN: Gaussian Process Dynamic Bayes Network


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

Short name:

GPDBN

Detector:

Public

Description:

n/a

Reference:

T. Klinger, F. Rottensteiner, C. Heipke. Probabilistic multi-person localisation and tracking in image sequences. In ISPRS Journal of Photogrammetry and Remote Sensing, 2017.

Last submitted:

January 20, 2016 (6 years ago)

Published:

December 11, 2015 at 11:55:26 CET

Submissions:

6

Project page / code:

n/a

Open source:

No

Hardware:

3.3 GHZ, 8 cores

Runtime:

0.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
3D MOT 201549.80.00.069 (25.7)46 (17.2)1,8136,30062.585.30.00.00.00.00.00.00.02.0311 (5.0)386 (6.2)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
AVG-TownCentre0.00.00.000000.00.00.00.00.00.00.00.00.00.000
PETS09-S2L20.00.00.000000.00.00.00.00.00.00.00.00.00.000

Raw data: