GMPHD_OGM: Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management


Benchmark:

Short name:

GMPHD_OGM

Detector:

Public

Description:

Early Access in https://ieeexplore.ieee.org/document/8897600

Project page / code:

Reference:

Y. Song, K. Yoon, Y. Yoon, K. Yow, M. Jeon. Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management. In IEEE Access, 2019.

Processing:

Online

Last submitted:

June 04, 2019 (9 months ago)

Published:

May 27, 2019 at 09:29:55 CET

Submissions:

4

Open source:

Yes

Hardware:

Intel i7-7700K @ 4.2GHz, 4 Cores, no GPU

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201530.738.871.683.0275.06,50235,0301,034

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-116.437.174.15.015.01,7675,97245
ADL-Rundle-337.246.474.15.013.04195,92639
AVG-TownCentre29.143.068.639.057.01,1543,541376
ETH-Crossing29.547.474.81.012.0656339
ETH-Jelmoli37.648.973.87.014.03551,17750
ETH-Linthescher24.331.974.312.0125.04546,173133
KITTI-1643.457.272.90.02.012782115
KITTI-1926.438.366.13.021.06233,25260
PETS09-S2L246.331.169.46.04.01,1813,717280
TUD-Crossing60.455.473.15.02.010931116
Venice-117.528.775.00.010.02483,50711

Raw data:


GMPHD_OGM