GMPHD_DAL: Online Multi-object Visual Tracking using a GM-PHD Filter with Deep Appearance Learning


Benchmark:

MOT17 |

Short name:

GMPHD_DAL

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

N. Baisa. Online Multi-object Visual Tracking using a GM-PHD Filter with Deep Appearance Learning. In 2019 22th International Conference on Information Fusion (FUSION), 2019.

Processing:

Online

Last submitted:

March 17, 2019 (1 year ago)

Published:

March 18, 2019 at 00:02:01 CET

Submissions:

3

Open source:

No

Hardware:

3 GHZ, 1 Core

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT1744.436.277.4350.0927.019,170283,38011,137

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT17-01-DPM21.819.573.62.014.0634,873107
MOT17-01-FRCNN25.632.576.76.08.01,4703,26763
MOT17-01-SDP37.027.774.77.05.01,0662,765234
MOT17-03-DPM40.927.476.912.044.01,00058,4582,395
MOT17-03-FRCNN56.546.278.034.027.01,69743,147699
MOT17-03-SDP70.448.078.665.016.01,14528,0441,773
MOT17-06-DPM39.436.174.318.0116.01226,700314
MOT17-06-FRCNN51.041.177.848.060.06104,758406
MOT17-06-SDP53.744.776.456.067.06154,465377
MOT17-07-DPM28.523.275.04.032.032511,274472
MOT17-07-FRCNN31.230.074.86.015.01,5269,624473
MOT17-07-SDP42.829.776.411.017.09488,141581
MOT17-08-DPM23.021.480.35.042.019915,847229
MOT17-08-FRCNN22.027.580.17.039.086315,466150
MOT17-08-SDP27.325.179.58.034.060014,326433
MOT17-12-DPM35.834.277.78.048.02015,202157
MOT17-12-FRCNN35.146.278.412.043.07174,81794
MOT17-12-SDP38.039.579.417.040.07654,407203
MOT17-14-DPM14.215.675.64.0122.027115,213378
MOT17-14-FRCNN15.325.471.510.076.02,96511,987708
MOT17-14-SDP27.027.173.210.062.02,00210,599891

Raw data:


GMPHD_DAL