GMPHD_MAF: Online Multi-Object Tracking and Segmentation with GMPHD Filter and Mask-based Affinity Fusion

MOTS20-12


Benchmark:

MOTS |

Short name:

GMPHD_MAF

Description:

Reference:

Y. Song, Y. Yoon, K. Yoon, M. Jeon, S. Lee, W. Pedrycz. Online Multi-Object Tracking and Segmentation with GMPHD Filter and Mask-based Affinity Fusion. In [Online]. Available: arXiv:2009.00100, 2021.

Last submitted:

April 22, 2021 (5 months ago)

Published:

December 06, 2020 at 15:06:43 CET

Submissions:

4

Open source:

Yes

Hardware:

Intel i7-7700K @ 4.2GHz, 4 Cores

Runtime:

2.6 Hz

Benchmark performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Rcll Prcn ID Sw. Frag
MOTS69.466.483.384.284.8249 (75.9)11 (3.4)28,2849353,98587.796.8484 (552.2)711 (811.2)

Detailed performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Rcll Prcn ID Sw. Frag
MOTS20-0169.474.284.782.585.0902,7258438187.797.01157
MOTS20-0673.766.687.385.490.515649,12424269093.097.4310352
MOTS20-0765.359.080.681.981.536410,8433532,03584.296.8116222
MOTS20-1270.977.181.787.482.54835,59225687986.495.64780

Raw data: