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Topographical Tools for Filtering and Segmentation 2 : Flooding and Marker-based Segmentation on Node- or Edge-weighted Graphs

By: Fernand Meyer (Author)

Extended Catalogue

Ksh 33,000.00

Format: Hardback or Cased Book

ISBN-10: 1786304074

ISBN-13: 9781786304070

Publisher: ISTE Ltd and John Wiley & Sons Inc

Imprint: ISTE Ltd and John Wiley & Sons Inc

Country of Manufacture: US

Country of Publication: GB

Publication Date: Feb 19th, 2019

Publication Status: Active

Product extent: 288 Pages

Weight: 567.00 grams

Dimensions (height x width x thickness): 23.90 x 16.00 x 2.00 cms

Product Classification / Subject(s): Electronics & communications engineering

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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 2 proposes two physical models for describing valid flooding on a node- or edge-weighted graph, and establishes how to pass from one to another. Many new flooding algorithms are derived, allowing parallel and local flooding of graphs. Watersheds and flooding are then combined for solving real problems. Their ability to model a real hydrographic basin represented by its digital elevation model constitutes a good validity check of the underlying physical models. The last part of Volume 2 explains why so many different watershed partitions exist for the same graph. Marker-based segmentation is the method of choice for curbing this proliferation. This book proposes new algorithms combining the advantages of the previous methods which treated node- and edge-weighted graphs differently.

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