NOTA: Aggregate Tracklet Appearance Features for Multi-Object Tracking


Benchmark:

MOT17 |

Short name:

NOTA

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

L. Chen, H. Ai, R. Chen, Z. Zhuang. Aggregate Tracklet Appearance Features for Multi-Object Tracking. In IEEE Signal Processing Letters, 2019.

Processing:

Batch

Last submitted:

March 25, 2019 (1 year ago)

Published:

April 21, 2019 at 11:23:03 CET

Submissions:

1

Open source:

No

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT1751.354.576.7403.0833.020,148252,5312,285

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT17-01-DPM39.348.971.63.08.02363,65725
MOT17-01-FRCNN37.751.576.76.09.08083,19315
MOT17-01-SDP44.051.174.67.07.08642,72129
MOT17-03-DPM56.256.975.138.023.04,06141,529285
MOT17-03-FRCNN58.857.377.341.023.03,07239,863198
MOT17-03-SDP73.167.078.664.016.068127,176300
MOT17-06-DPM47.050.073.331.093.03375,82979
MOT17-06-FRCNN51.055.377.243.076.04735,21889
MOT17-06-SDP53.652.576.250.072.04994,857110
MOT17-07-DPM43.548.973.67.022.05888,838118
MOT17-07-FRCNN39.544.975.05.019.07669,339117
MOT17-07-SDP48.552.276.114.013.07897,799109
MOT17-08-DPM28.335.079.69.035.054814,51790
MOT17-08-FRCNN26.535.379.37.036.050614,95462
MOT17-08-SDP30.537.680.010.036.041714,149115
MOT17-12-DPM40.451.876.411.040.04434,68535
MOT17-12-FRCNN37.250.477.611.042.03665,05522
MOT17-12-SDP40.052.978.713.041.04264,73735
MOT17-14-DPM28.141.274.19.087.090612,30186
MOT17-14-FRCNN26.340.972.110.074.01,58811,856184
MOT17-14-SDP33.948.572.914.061.01,77410,258182

Raw data:


NOTA