EAMTT_17: EA-PHD-PF


Video not available.

Benchmark:

MOT17 |

Short name:

EAMTT_17

Detector:

Public

Description:

Online multi-target tracking with strong and weak detections

Reference:

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

Processing:

Online

Last submitted:

December 20, 2017 (2 years ago)

Published:

December 20, 2017 at 13:43:27 CET

Submissions:

1

Open source:

No

Hardware:

i7 3.40GHz 1 Core

Runtime:

12.0 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1742.641.876.0300 (12.7)1,006 (42.7)30,711288,47448.990.01.74,488 (91.8)5,720 (117.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM22.023.472.02141124,88524.393.30.23643
MOT17-01-FRCNN30.537.974.76101,1553,29848.973.22.62751
MOT17-01-SDP41.843.972.9656403,05352.784.11.460100
MOT17-03-DPM40.534.176.316443,89257,82244.892.32.6521688
MOT17-03-FRCNN56.047.477.535262,24843,44758.596.51.5357507
MOT17-03-SDP70.457.978.368153,19927,35373.996.02.1461822
MOT17-06-DPM26.736.070.6121261,3577,05440.177.71.1226251
MOT17-06-FRCNN37.847.972.132671,6625,35754.579.51.4309348
MOT17-06-SDP38.646.171.040741,8255,08956.878.61.5320351
MOT17-07-DPM26.329.473.343497411,35932.885.01.9124182
MOT17-07-FRCNN30.837.673.33201,33510,22739.583.32.7136259
MOT17-07-SDP39.240.974.77201,4318,69748.585.12.9137226
MOT17-08-DPM19.123.577.24441,20115,76525.481.71.9113134
MOT17-08-FRCNN21.828.475.774272215,71825.688.21.269102
MOT17-08-SDP28.329.875.183582114,15433.089.51.3172225
MOT17-12-DPM28.938.272.18508525,25439.480.00.95495
MOT17-12-FRCNN28.243.670.310488195,37038.080.10.93593
MOT17-12-SDP35.746.671.217428334,67846.082.70.958113
MOT17-14-DPM11.916.673.2113145415,65115.386.20.6170158
MOT17-14-FRCNN12.130.769.48843,28712,33033.365.24.4636548
MOT17-14-SDP22.833.672.26751,89211,91335.577.62.5467424

Raw data: