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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1748.351.140.377.2402 (17.1)981 (41.7)20,967269,03852.393.441.539.344.475.841.774.580.21.21,871 (35.8)3,020 (57.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM28.935.826.772.84121234,44131.194.231.822.533.969.223.370.577.30.32020
MOT17-01-FRCNN31.642.537.576.67101,1513,23849.873.641.234.343.677.940.660.179.12.62139
MOT17-01-SDP44.452.740.874.6741,0962,44962.078.541.940.244.374.748.060.878.42.43865
MOT17-03-DPM47.047.536.076.625374,21051,11851.292.734.138.235.278.440.573.579.72.8201275
MOT17-03-FRCNN58.055.943.378.034261,27442,49659.498.041.545.743.878.047.678.681.10.8190277
MOT17-03-SDP75.967.353.778.576131,34223,64577.498.449.358.953.074.461.978.781.20.9200459
MOT17-06-DPM37.849.537.074.0201343466,93341.293.345.730.351.371.631.771.877.90.35492
MOT17-06-FRCNN48.758.444.977.344837565,21555.789.748.342.054.371.745.372.980.00.680156
MOT17-06-SDP53.758.946.275.273711,0884,24364.087.447.545.256.066.350.368.778.60.9124189
MOT17-07-DPM30.938.929.174.043364510,96935.190.233.425.635.870.326.969.277.41.364121
MOT17-07-FRCNN33.239.630.974.53201,10410,08340.386.132.929.735.471.231.968.077.62.2105216
MOT17-07-SDP46.145.536.175.813189108,10252.090.634.438.336.672.141.171.679.21.8100196
MOT17-08-DPM23.428.324.980.774348915,62926.091.829.521.130.978.321.877.082.80.86449
MOT17-08-FRCNN22.929.527.180.774153015,70525.791.136.120.438.181.221.275.482.90.85263
MOT17-08-SDP32.136.632.679.8113548113,76934.893.938.627.740.978.528.877.682.10.898118
MOT17-12-DPM38.549.037.177.29532195,08141.494.243.731.545.578.932.975.080.40.23030
MOT17-12-FRCNN37.650.738.678.113483255,05741.791.746.731.949.080.133.874.481.20.42325
MOT17-12-SDP41.855.344.078.621447084,30150.486.052.536.956.277.440.869.881.40.83842
MOT17-14-DPM21.233.725.175.5610558813,93224.688.634.018.635.375.619.469.678.40.83850
MOT17-14-FRCNN20.934.426.571.97852,03012,41232.874.930.024.033.264.526.359.975.02.7170280
MOT17-14-SDP35.447.133.573.011661,55210,22044.784.236.331.339.170.534.464.776.92.1161258

Raw data:


HAM_SADF17