PHD Filter With Online Group-structured Dictionary Learning

TUD-Crossing PETS09-S2L2 ETH-Jelmoli ETH-Linthescher ETH-Crossing AVG-TownCentre ADL-Rundle-1 ADL-Rundle-3 KITTI-16 KITTI-19

Short name:

PHD_GSDL

Benchmark:

Description:

n/a

Hardware:

3.5GHz, 1 Core

Detector:

Public

Processing:

Online

Last submitted:

August 06, 2017 (4 months ago)

Published:

August 03, 2017 at 20:10:13 CET

Submissions:

4

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
30.571.21.17.6 % 41.2 % 6,53435,2848792,2083.5GHz, 1 CorePublic
IDF1ID PrecisionID Recall
38.855.929.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing69.164.273.50.11338.5 % 7.7 % 212982148
PETS09-S2L243.630.469.12.34214.3 % 11.9 % 9874,144311525
ETH-Jelmoli42.555.673.10.54513.3 % 31.1 % 2231,2053168
ETH-Linthescher22.933.974.00.21974.1 % 68.5 % 2566,59240202
ETH-Crossing24.635.974.60.2260.0 % 46.2 % 50701518
AVG-TownCentre27.247.368.62.12268.0 % 35.8 % 9524,127127421
ADL-Rundle-121.938.172.72.83215.6 % 31.3 % 1,4235,78854251
ADL-Rundle-336.737.273.01.4449.1 % 22.7 % 9045,407121188
KITTI-1639.449.772.61.1170.0 % 11.8 % 22277038104
KITTI-1921.641.666.80.9624.8 % 30.6 % 9733,12296258
Venice-119.233.773.01.2170.0 % 47.1 % 5233,13035125

Raw data:

n/a


PHD_GSDL
TAP