DAM_MOT: Multi Object Tracking using Deep Structural Cost Minimization in Data Association


Video not available.

Benchmark:

MOT17 |

Short name:

DAM_MOT

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Multi Object Tracking using Deep Structural Cost Minimization in Data Association

Processing:

Online

Last submitted:

July 08, 2019 (8 months ago)

Published:

October 10, 2019 at 05:27:31 CET

Submissions:

2

Open source:

No

Hardware:

3 GHZ, 1 Core GTx 1080

Runtime:

18.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1747.048.776.9397 (16.9)897 (38.1)28,933267,89652.591.11.62,140 (40.7)2,756 (52.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM31.437.371.94113464,05037.287.40.83040
MOT17-01-FRCNN29.334.976.6671,3463,17850.770.93.03835
MOT17-01-SDP47.044.775.3857202,65658.884.01.64453
MOT17-03-DPM46.946.575.329298,77046,54355.586.95.8313385
MOT17-03-FRCNN58.252.377.536261,67041,80460.197.41.1256294
MOT17-03-SDP65.059.378.353194,37732,01269.494.32.9241388
MOT17-06-DPM47.256.472.7321121955,96849.496.80.26091
MOT17-06-FRCNN55.261.177.651713794,81059.294.80.389120
MOT17-06-SDP56.362.875.663734384,62960.794.20.487115
MOT17-07-DPM41.645.074.46245479,24045.393.31.17588
MOT17-07-FRCNN35.841.075.26151,3889,33044.884.52.8128180
MOT17-07-SDP48.749.177.815186547,92253.193.21.385100
MOT17-08-DPM23.228.080.353980315,33327.487.81.39593
MOT17-08-FRCNN22.629.280.864077815,49626.687.91.27579
MOT17-08-SDP27.129.281.053833714,95329.294.80.5111116
MOT17-12-DPM39.353.977.916435434,69745.888.00.62124
MOT17-12-FRCNN39.053.578.912444674,79444.789.20.52427
MOT17-12-SDP39.153.181.016424244,83544.290.00.52328
MOT17-14-DPM22.634.774.79991,04813,21328.583.41.45371
MOT17-14-FRCNN21.137.172.010752,45711,94535.472.73.3190270
MOT17-14-SDP36.045.074.39671,24610,48843.386.51.7102159

Raw data: