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

MOT16-03


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 (2 years 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1641.043.133.175.986 (11.3)315 (41.5)6,49899,25745.692.732.633.835.669.435.772.779.11.11,810 (39.7)3,650 (80.1)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0128.637.828.372.4292464,25533.589.733.723.836.767.125.167.476.90.563149
MOT16-0348.245.234.676.123342,45651,18651.095.631.638.233.967.840.074.879.31.65591,896
MOT16-0644.852.438.673.428954295,70050.693.241.336.451.765.138.570.977.50.4235314
MOT16-0735.541.930.974.15188199,46742.089.331.630.633.474.532.569.277.51.6248477
MOT16-0829.434.329.380.462745011,20333.192.532.626.334.777.327.476.782.40.7168231
MOT16-1234.948.138.377.314379974,32947.879.943.733.649.269.538.263.979.71.178117
MOT16-1420.631.823.374.78951,10113,11729.083.025.521.527.272.022.965.477.61.5459466

Raw data:


PHD_GSDL16