HAM_SADF: Historical Appearance Matching and Scene Adaptive Detection Filtering


Benchmark:

Short name:

HAM_SADF

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Y. Yoon, A. Boragule, Y. Song, K. Yoon, M. Jeon. Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering. In IEEE AVSS, 2018.

Processing:

Online

Last submitted:

June 13, 2018 (1 year ago)

Published:

June 04, 2018 at 07:12:57 CET

Submissions:

3

Open source:

No

Hardware:

3.7 GHZ, 4 Core, TITAN X

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
2D MOT 201525.237.871.441.0420.07,33038,275357

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
ADL-Rundle-111.938.071.16.08.03,4494,69556
ADL-Rundle-333.242.073.14.011.01,2595,46860
AVG-TownCentre14.526.570.05.0158.02425,84127
ETH-Crossing26.141.475.21.018.0227181
ETH-Jelmoli37.957.074.17.021.01611,4087
ETH-Linthescher15.523.673.56.0161.0847,44811
KITTI-1638.347.873.10.04.08894418
KITTI-1926.043.866.94.021.07463,16048
PETS09-S2L239.237.669.83.010.05495,216101
TUD-Crossing58.968.174.84.02.0723729
Venice-119.333.172.11.06.06583,00519

Raw data:


HAM_SADF