Multi-target Tracking With Trajectory Prediction and Reidentification´╝łOnline´╝ë

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

PV_17

Benchmark:

Description:

n/a

Hardware:

Intel Core i7 CPU 3.20GHz and 8GB RAM

Detector:

Public

Processing:

Online

Last submitted:

February 22, 2019 (7 months ago)

Published:

February 15, 2019 at 08:31:21 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
52.877.10.919.7 % 34.0 % 15,884246,9393,7118,757Intel Core i7 CPU 3.20GHz and 8GB RAMPublic
IDF1ID PrecisionID Recall
51.869.841.2

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM39.545.275.20.32420.8 % 33.3 % 1193,74140120
MOT17-03-DPM61.756.178.60.714827.0 % 14.2 % 99638,5814641,646
MOT17-06-DPM48.049.978.70.122214.9 % 42.8 % 1225,900108273
MOT17-07-DPM40.441.074.20.66010.0 % 43.3 % 2929,599172465
MOT17-08-DPM29.433.877.80.47611.8 % 44.7 % 27614,505126215
MOT17-12-DPM44.054.677.70.19120.9 % 46.2 % 1124,69348102
MOT17-14-DPM25.436.769.21.21644.3 % 52.4 % 89812,644239608
MOT17-01-FRCNN43.251.176.70.82425.0 % 37.5 % 3743,2751459
MOT17-03-FRCNN59.057.077.41.914828.4 % 16.2 % 2,80639,826249562
MOT17-06-FRCNN53.153.878.90.322220.3 % 27.5 % 3885,019118258
MOT17-07-FRCNN34.838.775.51.4608.3 % 30.0 % 69510,170156412
MOT17-08-FRCNN25.132.480.30.47610.5 % 52.6 % 24815,51558112
MOT17-12-FRCNN39.550.978.50.49114.3 % 48.4 % 3314,8783286
MOT17-14-FRCNN23.635.071.42.41645.5 % 46.3 % 1,77512,102243560
MOT17-01-SDP54.051.173.60.72433.3 % 16.7 % 3082,61545162
MOT17-03-SDP74.460.577.31.314850.7 % 8.8 % 1,96324,2125761,292
MOT17-06-SDP57.952.676.40.522235.1 % 28.4 % 6174,173176245
MOT17-07-SDP49.047.175.21.26023.3 % 23.3 % 5997,803209433
MOT17-08-SDP31.135.777.61.57613.2 % 40.8 % 91913,448193301
MOT17-12-SDP46.155.678.50.49123.1 % 41.8 % 3884,22261113
MOT17-14-SDP34.844.172.02.21646.7 % 32.9 % 1,65810,018384733

Raw data:

n/a


OST
PV_17