NOTA_16: Aggregate Tracklet Appearance Features for Multi-Object Tracking


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT16 |

Short name:

NOTA_16

Detector:

Public

Description:

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.

Last submitted:

November 22, 2018 (5 years ago)

Published:

June 10, 2019 at 18:23:23 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Runtime:

19.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1649.855.340.7136 (17.9)286 (37.7)7,24883,61454.193.242.039.745.772.642.072.378.21.2614 (11.3)1,372 (25.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0142.048.435.9482013,48645.593.540.232.144.170.733.769.476.00.42458
MOT16-0357.159.743.537233,87140,72961.094.342.544.745.073.347.373.178.12.6268651
MOT16-0650.252.240.7471005335,17155.292.342.739.160.856.141.769.776.90.442144
MOT16-0747.352.137.69135277,98251.194.138.337.240.573.839.071.877.31.188181
MOT16-0835.444.435.2122255110,15939.392.340.330.942.678.232.476.081.70.9102125
MOT16-1240.356.141.815376544,27448.586.050.135.053.776.138.468.179.60.72355
MOT16-1430.843.931.1128391111,81336.188.036.926.340.667.927.968.077.21.267158

Raw data: