JBNOT: Multiple People Tracking using Body and Joint Detections

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

JBNOT

Detector:

Public

Description:

n/a

Reference:

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

Last submitted:

March 22, 2019 (1 year ago)

Published:

March 23, 2019 at 01:08:10 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2.8 GHZ, 1 Core

Runtime:

5.4 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1752.650.877.1465 (19.7)844 (35.8)31,572232,65958.891.31.83,050 (51.9)3,792 (64.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM37.336.572.04111843,83040.693.40.43045
MOT17-01-FRCNN32.837.476.8681,1023,20150.474.72.43343
MOT17-01-SDP47.644.775.7767212,60659.684.21.65076
MOT17-03-DPM49.746.175.6452216,14036,10565.580.910.8394522
MOT17-03-FRCNN66.360.477.150201,51233,55167.997.91.0197374
MOT17-03-SDP77.765.279.077131,16421,92779.198.60.8292450
MOT17-06-DPM42.149.375.1331047335,92849.788.90.6158143
MOT17-06-FRCNN48.952.780.244883135,56752.895.20.3144140
MOT17-06-SDP50.552.878.848883945,28155.294.30.3157136
MOT17-07-DPM42.240.274.67246139,02346.692.81.2136150
MOT17-07-FRCNN39.840.375.27179479,10846.189.21.9113181
MOT17-07-SDP48.544.377.811167807,79953.892.11.6113155
MOT17-08-DPM31.130.678.6113082513,60235.690.11.3136136
MOT17-08-FRCNN27.831.478.893667614,45831.690.81.1111122
MOT17-08-SDP34.433.479.0113176412,92138.891.51.2182203
MOT17-12-DPM44.653.277.321347154,02753.586.60.85850
MOT17-12-FRCNN44.553.178.217364274,35349.891.00.53443
MOT17-12-SDP47.257.079.520316213,90754.988.50.74551
MOT17-14-DPM27.335.273.898566312,59531.989.90.9180197
MOT17-14-FRCNN25.536.272.212811,56211,96535.380.72.1247314
MOT17-14-SDP35.841.374.3166371610,90541.091.41.0240261

Raw data: