Multiple People Tracking using Body and Joint Detections

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:

JBNOT

Benchmark:

Description:

n/a

Hardware:

2.8 GHZ, 1 Core

Detector:

Public

Processing:

Batch

Last submitted:

March 22, 2019 (6 months ago)

Published:

March 23, 2019 at 01:08:10 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

R. Henschel, Y. Zou, B. Rosenhahn. Multiple People Tracking using Body and Joint Detections. In CVPRW, 2019.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
52.677.11.819.7 % 35.8 % 31,572232,6593,0503,7922.8 GHZ, 1 CorePublic
IDF1ID PrecisionID Recall
50.864.841.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM37.336.572.00.42416.7 % 45.8 % 1843,8303045
MOT17-03-DPM49.746.175.610.814830.4 % 14.9 % 16,14036,105394522
MOT17-06-DPM42.149.375.10.622214.9 % 46.8 % 7335,928158143
MOT17-07-DPM42.240.274.61.26011.7 % 40.0 % 6139,023136150
MOT17-08-DPM31.130.678.61.37614.5 % 39.5 % 82513,602136136
MOT17-12-DPM44.653.277.30.89123.1 % 37.4 % 7154,0275850
MOT17-14-DPM27.335.273.80.91645.5 % 51.8 % 66312,595180197
MOT17-01-FRCNN32.837.476.82.42425.0 % 33.3 % 1,1023,2013343
MOT17-03-FRCNN66.360.477.11.014833.8 % 13.5 % 1,51233,551197374
MOT17-06-FRCNN48.952.780.20.322219.8 % 39.6 % 3135,567144140
MOT17-07-FRCNN39.840.375.21.96011.7 % 28.3 % 9479,108113181
MOT17-08-FRCNN27.831.478.81.17611.8 % 47.4 % 67614,458111122
MOT17-12-FRCNN44.553.178.20.59118.7 % 39.6 % 4274,3533443
MOT17-14-FRCNN25.536.272.22.11647.3 % 49.4 % 1,56211,965247314
MOT17-01-SDP47.644.775.71.62429.2 % 25.0 % 7212,6065076
MOT17-03-SDP77.765.279.00.814852.0 % 8.8 % 1,16421,927292450
MOT17-06-SDP50.552.878.80.322221.6 % 39.6 % 3945,281157136
MOT17-07-SDP48.544.377.81.66018.3 % 26.7 % 7807,799113155
MOT17-08-SDP34.433.479.01.27614.5 % 40.8 % 76412,921182203
MOT17-12-SDP47.257.079.50.79122.0 % 34.1 % 6213,9074551
MOT17-14-SDP35.841.374.31.01649.8 % 38.4 % 71610,905240261

Raw data:


JBNOT