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


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

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 (3 years 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:


GMPHD_MAF