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


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (3 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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1641.043.133.186 (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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0128.637.828.3292464,25533.589.733.723.836.767.125.167.476.90.563149
MOT16-0348.245.234.623342,45651,18651.095.631.638.233.967.840.074.879.31.65591,896
MOT16-0644.852.438.628954295,70050.693.241.336.451.765.138.570.977.50.4235314
MOT16-0735.541.930.95188199,46742.089.331.630.633.474.532.569.277.51.6248477
MOT16-0829.434.329.362745011,20333.192.532.626.334.777.327.476.782.40.7168231
MOT16-1234.948.138.314379974,32947.879.943.733.649.269.538.263.979.71.178117
MOT16-1420.631.823.38951,10113,11729.083.025.521.527.272.022.965.477.61.5459466

Raw data: