HAM_SADF17: Historical Appearance Matching and Scene Adaptive Detection Filtering

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

HAM_SADF17

Detector:

Public

Description:

https://github.com/yyc9268/Deep-TAMA

Reference:

Y. Yoon, A. Boragule, Y. Song, K. Yoon, M. Jeon. Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering. In IEEE AVSS, 2018.

Last submitted:

September 07, 2018 (2 years ago)

Published:

September 07, 2018 at 10:21:48 CET

Submissions:

1

Open source:

Yes

Hardware:

3.7 GHZ, 1 Core, TITAN X

Runtime:

5.0 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1748.351.177.2402 (17.1)981 (41.7)20,967269,03852.393.41.21,871 (35.8)3,020 (57.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM28.935.872.84121234,44131.194.20.32020
MOT17-01-FRCNN31.642.576.67101,1513,23849.873.62.62139
MOT17-01-SDP44.452.774.6741,0962,44962.078.52.43865
MOT17-03-DPM47.047.576.625374,21051,11851.292.72.8201275
MOT17-03-FRCNN58.055.978.034261,27442,49659.498.00.8190277
MOT17-03-SDP75.967.378.576131,34223,64577.498.40.9200459
MOT17-06-DPM37.849.574.0201343466,93341.293.30.35492
MOT17-06-FRCNN48.758.477.344837565,21555.789.70.680156
MOT17-06-SDP53.758.975.273711,0884,24364.087.40.9124189
MOT17-07-DPM30.938.974.043364510,96935.190.21.364121
MOT17-07-FRCNN33.239.674.53201,10410,08340.386.12.2105216
MOT17-07-SDP46.145.575.813189108,10252.090.61.8100196
MOT17-08-DPM23.428.380.774348915,62926.091.80.86449
MOT17-08-FRCNN22.929.580.774153015,70525.791.10.85263
MOT17-08-SDP32.136.679.8113548113,76934.893.90.898118
MOT17-12-DPM38.549.077.29532195,08141.494.20.23030
MOT17-12-FRCNN37.650.778.113483255,05741.791.70.42325
MOT17-12-SDP41.855.378.621447084,30150.486.00.83842
MOT17-14-DPM21.233.775.5610558813,93224.688.60.83850
MOT17-14-FRCNN20.934.471.97852,03012,41232.874.92.7170280
MOT17-14-SDP35.447.173.011661,55210,22044.784.22.1161258

Raw data:


HAM_SADF17