HAM_SADF17: Historical Appearance Matching and Scene Adaptive Detection Filtering


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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.

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.

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

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

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 (4 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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1748.351.140.3402 (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 MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM28.935.826.74121234,44131.194.231.822.533.969.223.370.577.30.32020
MOT17-01-FRCNN31.642.537.57101,1513,23849.873.641.234.343.677.940.660.179.12.62139
MOT17-01-SDP44.452.740.8741,0962,44962.078.541.940.244.374.748.060.878.42.43865
MOT17-03-DPM47.047.536.025374,21051,11851.292.734.138.235.278.440.573.579.72.8201275
MOT17-03-FRCNN58.055.943.334261,27442,49659.498.041.545.743.878.047.678.681.10.8190277
MOT17-03-SDP75.967.353.776131,34223,64577.498.449.358.953.074.461.978.781.20.9200459
MOT17-06-DPM37.849.537.0201343466,93341.293.345.730.351.371.631.771.877.90.35492
MOT17-06-FRCNN48.758.444.944837565,21555.789.748.342.054.371.745.372.980.00.680156
MOT17-06-SDP53.758.946.273711,0884,24364.087.447.545.256.066.350.368.778.60.9124189
MOT17-07-DPM30.938.929.143364510,96935.190.233.425.635.870.326.969.277.41.364121
MOT17-07-FRCNN33.239.630.93201,10410,08340.386.132.929.735.471.231.968.077.62.2105216
MOT17-07-SDP46.145.536.113189108,10252.090.634.438.336.672.141.171.679.21.8100196
MOT17-08-DPM23.428.324.974348915,62926.091.829.521.130.978.321.877.082.80.86449
MOT17-08-FRCNN22.929.527.174153015,70525.791.136.120.438.181.221.275.482.90.85263
MOT17-08-SDP32.136.632.6113548113,76934.893.938.627.740.978.528.877.682.10.898118
MOT17-12-DPM38.549.037.19532195,08141.494.243.731.545.578.932.975.080.40.23030
MOT17-12-FRCNN37.650.738.613483255,05741.791.746.731.949.080.133.874.481.20.42325
MOT17-12-SDP41.855.344.021447084,30150.486.052.536.956.277.440.869.881.40.83842
MOT17-14-DPM21.233.725.1610558813,93224.688.634.018.635.375.619.469.678.40.83850
MOT17-14-FRCNN20.934.426.57852,03012,41232.874.930.024.033.264.526.359.975.02.7170280
MOT17-14-SDP35.447.133.511661,55210,22044.784.236.331.339.170.534.464.776.92.1161258

Raw data:


HAM_SADF17