GMPHD_N1Tr:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

GMPHD_N1Tr

Detector:

Public

Description:

n/a

Reference:

N. Baisa, A. Wallace. Development of a N-type GM-PHD filter for multiple target, multiple type visual tracking. In Journal of Visual Communication and Image Representation, 2019.

Last submitted:

February 17, 2019 (1 year ago)

Published:

February 17, 2019 at 11:35:23 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

9.9 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1742.133.977.7280 (11.9)1,005 (42.7)18,214297,64647.293.61.010,698 (226.4)10,864 (229.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM20.316.674.1115344,99522.697.70.1109120
MOT17-01-FRCNN25.031.876.8681,4383,33148.468.43.27074
MOT17-01-SDP37.129.074.7758413,01253.380.31.9206205
MOT17-03-DPM39.425.977.2125353760,86341.998.80.42,0472,102
MOT17-03-FRCNN55.743.878.135281,56143,97458.097.51.0795889
MOT17-03-SDP67.241.179.1571684431,41370.098.90.62,0332,256
MOT17-06-DPM34.935.573.7111302737,15439.394.40.2239235
MOT17-06-FRCNN41.440.677.032729985,51453.286.30.8393328
MOT17-06-SDP41.839.275.335731,0925,34854.685.50.9414345
MOT17-07-DPM25.622.874.933638011,78530.293.10.8408425
MOT17-07-FRCNN27.426.374.93191,66710,06240.480.43.3532511
MOT17-07-SDP37.129.976.15191,1798,85447.687.22.4595580
MOT17-08-DPM21.421.781.03448716,25023.198.20.1259263
MOT17-08-FRCNN21.827.180.764070015,68025.888.61.1143159
MOT17-08-SDP27.327.480.183636814,68330.594.60.6315326
MOT17-12-DPM35.235.878.0849825,38937.897.60.1143149
MOT17-12-FRCNN36.447.478.612484354,98342.589.40.59296
MOT17-12-SDP40.448.580.215424264,61546.890.50.5124120
MOT17-14-DPM12.113.475.5412622715,70815.092.40.3307311
MOT17-14-FRCNN13.123.071.910772,94112,39932.967.43.9713639
MOT17-14-SDP21.625.573.27692,10411,63437.176.52.8761731

Raw data:


GMPHD_N1Tr