PHD_GSDL: PHD Filter With Online Group-structured Dictionary Learning


Benchmark:

Short name:

PHD_GSDL

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Z. Fu, P. Feng, F. Angelini, J. Chambers, S. Naqvi. Particle PHD Filter based Multiple Human Tracking using Online Group-Structured Dictionary Learning. In IEEE Access, 2018.

Processing:

Online

Last submitted:

August 06, 2017 (2 years ago)

Published:

August 03, 2017 at 20:10:13 CET

Submissions:

4

Open source:

No

Hardware:

3.5GHz, 1 Core

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201530.538.871.255.0297.06,53435,284879

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-121.938.172.75.010.01,4235,78854
ADL-Rundle-336.737.273.04.010.09045,407121
AVG-TownCentre27.247.368.618.081.09524,127127
ETH-Crossing24.635.974.60.012.0507015
ETH-Jelmoli42.555.673.16.014.02231,20531
ETH-Linthescher22.933.974.08.0135.02566,59240
KITTI-1639.449.772.60.02.022277038
KITTI-1921.641.666.83.019.09733,12296
PETS09-S2L243.630.469.16.05.09874,144311
TUD-Crossing69.164.273.55.01.02129821
Venice-119.233.773.00.08.05233,13035

Raw data:


PHD_GSDL