Topographical Tools for Filtering and Segmentation 1 - Watersheds on Node- or Edge-weighted Graphs

Name: Topographical Tools for Filtering and Segmentation 1 - Watersheds on Node- or Edge-weighted Graphs
Brand: ISTE LTD
SKU: 9781786301574
Price: 690.31 PLN
Availability: InStock

Autor: Fernand Meyer

Język:

Oprawa: Twarda

Wydawca: ISTE LTD

Dostępność: Dostępna u dostawcy w małych ilościach

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Mathematical morphology has developed a powerful methodology for segmenting images, based on connect...

Informacje o książce

Autor

Fernand Meyer

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2019

strony

320

EAN

9781786301574

ISBN

9781786301574

Enbook ID

19821429

Wydawca

ISTE LTD

Waga

608

Wymiary

242 x 166 x 19

Pełny opis

Mathematical morphology has developed a powerful methodology for segmenting images, based on connected filters and watersheds. We have chosen the abstract framework of node- or edge-weighted graphs for an extensive mathematical and algorithmic description of these tools. Volume 1 is devoted to watersheds. The topography of a graph appears by observing the evolution of a drop of water moving from node to node on a weighted graph, along flowing paths, until it reaches regional minima. The upstream nodes of a regional minimum constitute its catchment zone. The catchment zones may be constructed independently of each other and locally, in contrast with the traditional approach where the catchment basins have to be constructed all at the same time. Catchment zones may overlap, and thus, a new segmentation paradigm is proposed in which catchment zones cover each other according to a priority order. The resulting partition may then be corrected, by local and parallel treatments, in order to achieve the desired precision.

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