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: 59012 HUF
Availability: InStock

Szerző: Fernand Meyer

Nyelv:

Kötés: Kemény kötésű

Kiadó: ISTE LTD

Elérhetőség: Beszállítói készleten alacsony példányszámban

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

Információk a könyvről

Szerző

Fernand Meyer

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2019

oldal

320

EAN

9781786301574

ISBN

9781786301574

Enbook ID

19821429

Kiadó

ISTE LTD

Súly

608

Méretek

242 x 166 x 19

Teljes leírás

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

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