GM_PHD_N1T: Development of a N-type GM-PHD Filter for Multiple Target, Multiple Type Visual Tracking

MOT16-03


Benchmark:

MOT16 |

Short name:

GM_PHD_N1T

Detector:

Public

Description:

n/a

Reference:

N. Baisa, A. Wallace. Development of a N-type GM-PHD filter for multiple target, multiple type visual tracking. In Journal of Visual Communication and Image Representation, 2019.

Last submitted:

April 09, 2018 (3 years ago)

Published:

April 09, 2018 at 12:49:12 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

i7 2.3 GHZ, 1 Core

Runtime:

9.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1633.325.522.642 (5.5)425 (56.0)1,750116,45236.197.418.727.719.577.628.576.980.10.33,499 (96.8)3,594 (99.5)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0120.516.715.5114344,94022.897.714.317.014.774.317.374.478.10.1109120
MOT16-0339.425.923.2125354960,75641.998.816.932.117.478.333.077.880.30.42,0432,099
MOT16-0635.736.128.3111262746,90940.194.427.529.532.567.030.772.377.50.2237233
MOT16-0726.423.320.433039011,22431.292.917.923.818.572.024.673.178.20.8402420
MOT16-0826.725.823.033111711,89328.997.622.423.522.983.524.081.183.30.2259263
MOT16-1235.836.730.58451595,02239.595.430.630.631.681.831.776.680.90.2142148
MOT16-1412.113.412.6412622715,70815.092.414.111.514.574.411.772.378.50.3307311

Raw data:


GM_PHD_N1T