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

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

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 physic...

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Bibliographic Details
Main Author: Meyer, Fernand
Format: eBook
Language:English
Published: Newark : John Wiley & Sons, Incorporated, 2019.
Subjects:
Relief models.
Topographical drawing.
Relief models
Topographical drawing
Online Access:Click for online access
Description
Summary: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. '
Item Description:3.4. Computing dominated flooding by local adjustments
Physical Description:1 online resource (289 pages)
ISBN:9781119575153
111957515X
9781119575122
1119575125
9781786304070
1786304074
1119575133
9781119575139
Source of Description, Etc. Note:Print version record.

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