GMPHDOGM17: Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management

MOT17-14-SDP


Benchmark:

MOT17 |

Short name:

GMPHDOGM17

Detector:

Public

Description:

IEEE Access in https://ieeexplore.ieee.org/document/8897600

Reference:

Y. Song, K. Yoon, Y. Yoon, K. Yow, M. Jeon. Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management. In IEEE Access, 2019.

Last submitted:

June 30, 2019 (1 year ago)

Published:

August 01, 2019 at 08:45:27 CET

Submissions:

2

Open source:

Yes

Hardware:

Intel i7-7700K @ 4.2GHz, 4 Cores, no GPU

Runtime:

30.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1749.947.10.0464 (19.7)895 (38.0)24,024255,27754.892.80.00.00.00.00.00.0100.01.43,125 (57.1)3,540 (64.7)

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-DPM28.041.70.0213744,55529.496.20.00.00.00.00.00.0100.00.21325
MOT17-01-FRCNN35.543.50.0781,1482,99153.675.10.00.00.00.00.00.0100.02.61927
MOT17-01-SDP44.541.20.0757802,75657.382.60.00.00.00.00.00.0100.01.74354
MOT17-03-DPM49.843.70.025334,26147,99954.193.00.00.00.00.00.00.0100.02.8278304
MOT17-03-FRCNN60.052.20.045253,80037,86963.894.60.00.00.00.00.00.0100.02.5220324
MOT17-03-SDP76.555.80.085123,36620,76080.296.10.00.00.00.00.00.0100.02.2475539
MOT17-06-DPM46.051.30.0281022965,91949.895.20.00.00.00.00.00.0100.00.2151185
MOT17-06-FRCNN51.556.00.069461,4784,01665.984.00.00.00.00.00.00.0100.01.2227228
MOT17-06-SDP56.357.30.078659424,03065.889.20.00.00.00.00.00.0100.00.8177165
MOT17-07-DPM36.034.40.052850110,13240.093.10.00.00.00.00.00.0100.01.0171186
MOT17-07-FRCNN33.540.30.042068810,44138.290.40.00.00.00.00.00.0100.01.4107168
MOT17-07-SDP46.944.10.011177968,01752.591.80.00.00.00.00.00.0100.01.6160177
MOT17-08-DPM28.136.00.0114053414,59630.992.40.00.00.00.00.00.0100.00.95662
MOT17-08-FRCNN25.735.60.0104082514,81729.988.40.00.00.00.00.00.0100.01.34870
MOT17-08-SDP33.741.70.0173354313,35436.893.50.00.00.00.00.00.0100.00.9100113
MOT17-12-DPM38.650.40.011522904,99042.492.70.00.00.00.00.00.0100.00.33939
MOT17-12-FRCNN35.951.10.010504235,10841.189.40.00.00.00.00.00.0100.00.52632
MOT17-12-SDP43.154.30.018386664,21851.387.00.00.00.00.00.00.0100.00.74444
MOT17-14-DPM21.931.80.0610153313,76025.689.90.00.00.00.00.00.0100.00.7141142
MOT17-14-FRCNN22.832.10.08841,24412,83030.682.00.00.00.00.00.00.0100.01.7196270
MOT17-14-SDP27.632.50.078383612,11934.488.40.00.00.00.00.00.0100.01.1434386

Raw data: