Dynamic Bayes Network

PETS09-S2L2 AVG-TownCentre

Short name:

DBN

Benchmark:

Description:

Hardware:

3.3 GHZ, 8 cores

Detector:

Public

Processing:

Online

Last submitted:

April 10, 2015 (3 years ago)

Published:

April 28, 2015 at 13:33:41 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

T. Klinger, F. Rottensteiner, C. Heipke. Probabilistic Multi-Person Tracking using Dynamic Bayes Networks. In ISPRS Workshop on Image Sequence Analysis (ISA), 2015.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
51.161.02.328.7 % 17.9 % 2,0775,7463804183.3 GHZ, 8 coresPublic
IDF1ID PrecisionID Recall
0.00.00.0

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
PETS09-S2L257.60.063.61.84228.6 % 4.8 % 8053,049231245
AVG-TownCentre42.40.057.12.822628.8 % 20.4 % 1,2722,697149173

Raw data:


DBN
TC