GMPHD_MAF: Online Multi-Object Tracking and Segmentation with Mask Based Simple Affinity Fusion

MOTS20-01


Benchmark:

MOTS |

Short name:

GMPHD_MAF

Description:

Reference:

Y. Song, M. Jeon. Online Multi-Object Tracking and Segmentation with GMPHD Filter and Simple Affinity Fusion. In arXiv preprint arXiv:2009.00100, 2020.

Last submitted:

December 30, 2020 (3 months ago)

Published:

December 06, 2020 at 15:06:43 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

Intel i7-7700K @ 4.2GHz, 4 Cores

Runtime:

2.8 Hz

Benchmark performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Rcll Prcn ID Sw. Frag
MOTS69.065.682.984.284.7249 (75.9)11 (3.4)28,2899663,98087.796.7566 (645.6)717 (817.9)

Detailed performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Rcll Prcn ID Sw. Frag
MOTS20-0169.068.884.382.584.9902,7258738187.796.92059
MOTS20-0673.365.986.985.490.415649,12425169093.097.3347357
MOTS20-0765.058.880.381.981.436410,8473702,03184.296.7137223
MOTS20-1270.676.781.587.482.44835,59325887886.495.66278

Raw data:


GMPHD_MAF