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

MOT16-01


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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1633.325.576.842 (5.5)425 (56.0)1,750116,45236.197.40.33,499 (96.8)3,594 (99.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0120.516.774.1114344,94022.897.70.1109120
MOT16-0339.425.977.0125354960,75641.998.80.42,0432,099
MOT16-0635.736.173.7111262746,90940.194.40.2237233
MOT16-0726.423.374.933039011,22431.292.90.8402420
MOT16-0826.725.881.033111711,89328.997.60.2259263
MOT16-1235.836.778.08451595,02239.595.40.2142148
MOT16-1412.113.475.5412622715,70815.092.40.3307311

Raw data:


GM_PHD_N1T