PHD_GSDL16: Particle PHD Filter With Online Group-structured Dictionary Learning

MOT16-01


Benchmark:

MOT16 |

Short name:

PHD_GSDL16

Detector:

Public

Description:

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.

Last submitted:

January 24, 2019 (1 year ago)

Published:

February 07, 2019 at 12:11:28 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3.5GHz, 1 Core

Runtime:

8.3 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1641.043.175.986 (11.3)315 (41.5)6,49899,25745.692.71.11,810 (39.7)3,650 (80.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0128.637.872.4292464,25533.589.70.563149
MOT16-0348.245.276.123342,45651,18651.095.61.65591,896
MOT16-0644.852.473.428954295,70050.693.20.4235314
MOT16-0735.541.974.15188199,46742.089.31.6248477
MOT16-0829.434.380.462745011,20333.192.50.7168231
MOT16-1234.948.177.314379974,32947.879.91.178117
MOT16-1420.631.874.78951,10113,11729.083.01.5459466

Raw data: