Multi Object Tracking using Deep Structural Cost Minimization in Data Association


Short name:

DAM_MOT

Benchmark:

Description:

n/a

Hardware:

3 GHZ, 1 Core GTx 1080

Detector:

Public

Processing:

Online

Last submitted:

July 08, 2019 (4 months ago)

Published:

October 10, 2019 at 05:27:31 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

Multi Object Tracking using Deep Structural Cost Minimization in Data Association

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
47.076.91.616.9 % 38.1 % 28,933267,8962,1402,7563 GHZ, 1 Core GTx 1080Public
IDF1ID PrecisionID Recall
48.766.638.4

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM31.437.371.90.82416.7 % 45.8 % 3464,0503040
MOT17-03-DPM46.946.575.35.814819.6 % 19.6 % 8,77046,543313385
MOT17-06-DPM47.256.472.70.222214.4 % 50.5 % 1955,9686091
MOT17-07-DPM41.645.074.41.16010.0 % 40.0 % 5479,2407588
MOT17-08-DPM23.228.080.31.3766.6 % 51.3 % 80315,3339593
MOT17-12-DPM39.353.977.90.69117.6 % 47.3 % 5434,6972124
MOT17-14-DPM22.634.774.71.41645.5 % 60.4 % 1,04813,2135371
MOT17-01-FRCNN29.334.976.63.02425.0 % 29.2 % 1,3463,1783835
MOT17-03-FRCNN58.252.377.51.114824.3 % 17.6 % 1,67041,804256294
MOT17-06-FRCNN55.261.177.60.322223.0 % 32.0 % 3794,81089120
MOT17-07-FRCNN35.841.075.22.86010.0 % 25.0 % 1,3889,330128180
MOT17-08-FRCNN22.629.280.81.2767.9 % 52.6 % 77815,4967579
MOT17-12-FRCNN39.053.578.90.59113.2 % 48.4 % 4674,7942427
MOT17-14-FRCNN21.137.172.03.31646.1 % 45.7 % 2,45711,945190270
MOT17-01-SDP47.044.775.31.62433.3 % 20.8 % 7202,6564453
MOT17-03-SDP65.059.378.32.914835.8 % 12.8 % 4,37732,012241388
MOT17-06-SDP56.362.875.60.422228.4 % 32.9 % 4384,62987115
MOT17-07-SDP48.749.177.81.36025.0 % 30.0 % 6547,92285100
MOT17-08-SDP27.129.281.00.5766.6 % 50.0 % 33714,953111116
MOT17-12-SDP39.153.181.00.59117.6 % 46.2 % 4244,8352328
MOT17-14-SDP36.045.074.31.71645.5 % 40.9 % 1,24610,488102159

Raw data:

n/a


DAM_MOT
98K