EA-PHD-PF

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:

EAMTT_17

Benchmark:

Description:

Online multi-target tracking with strong and weak detections

Hardware:

i7 3.40GHz 1 Core

Detector:

Public

Processing:

Online

Last submitted:

December 20, 2017 (11 months ago)

Published:

December 20, 2017 at 13:43:27 CET

Submissions:

1

Open source:

No

Project page / code:

Reference:

R. Sanchez-Matilla, F. Poiesi, A. Cavallaro. Online Multi-target Tracking with Strong and Weak Detections. In Computer Vision -- ECCV 2016 Workshops, 2016.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
42.676.01.712.7 % 42.7 % 30,711288,4744,4885,720i7 3.40GHz 1 CorePublic
IDF1ID PrecisionID Recall
41.859.332.2

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM22.023.472.00.2248.3 % 58.3 % 1124,8853643
MOT17-03-DPM40.534.176.32.614810.8 % 29.7 % 3,89257,822521688
MOT17-06-DPM26.736.070.61.12225.4 % 56.8 % 1,3577,054226251
MOT17-07-DPM26.329.473.31.9606.7 % 56.7 % 97411,359124182
MOT17-08-DPM19.123.577.21.9765.3 % 57.9 % 1,20115,765113134
MOT17-12-DPM28.938.272.10.9918.8 % 54.9 % 8525,2545495
MOT17-14-DPM11.916.673.20.61640.6 % 79.9 % 45415,651170158
MOT17-01-FRCNN30.537.974.72.62425.0 % 41.7 % 1,1553,2982751
MOT17-03-FRCNN56.047.477.51.514823.6 % 17.6 % 2,24843,447357507
MOT17-06-FRCNN37.847.972.11.422214.4 % 30.2 % 1,6625,357309348
MOT17-07-FRCNN30.837.673.32.7605.0 % 33.3 % 1,33510,227136259
MOT17-08-FRCNN21.828.475.71.2769.2 % 55.3 % 72215,71869102
MOT17-12-FRCNN28.243.670.30.99111.0 % 52.7 % 8195,3703593
MOT17-14-FRCNN12.130.769.44.41644.9 % 51.2 % 3,28712,330636548
MOT17-01-SDP41.843.972.91.42425.0 % 20.8 % 6403,05360100
MOT17-03-SDP70.457.978.32.114845.9 % 10.1 % 3,19927,353461822
MOT17-06-SDP38.646.171.01.522218.0 % 33.3 % 1,8255,089320351
MOT17-07-SDP39.240.974.72.96011.7 % 33.3 % 1,4318,697137226
MOT17-08-SDP28.329.875.11.37610.5 % 46.1 % 82114,154172225
MOT17-12-SDP35.746.671.20.99118.7 % 46.2 % 8334,67858113
MOT17-14-SDP22.833.672.22.51643.7 % 45.7 % 1,89211,913467424

Raw data:


EAMTT_17