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Communication Dans Un Congrès Année : 2015

Segmentation of Multimodal Images based on Hierarchies of Partitions

Résumé

Hierarchies of partitions are widely used in the context of image segmentation, but when it comes to multimodal images, the fusion of multiple hierarchies remains a challenge. Recently, braids of partitions have been proposed as a possible solution to this issue, but have never been implemented in a practical case. In this paper, we propose a new methodology to achieve multimodal segmentation based on this notion of braids of partitions. We apply this new method in a practical example, namely the segmentation of hyperspectral and LiDAR data. Obtained results confirm the potential of the proposed method.
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Dates et versions

hal-01138506 , version 1 (02-04-2015)

Identifiants

  • HAL Id : hal-01138506 , version 1

Citer

Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot. Segmentation of Multimodal Images based on Hierarchies of Partitions. ISMM 2015 - 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.241-252. ⟨hal-01138506⟩
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