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Published by ISTE Ltd and John Wiley and Sons Inc, 2019
ISBN 10: 1786301571 ISBN 13: 9781786301574
Language: English
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Published by ISTE Ltd and John Wiley & Sons Inc, London, 2019
ISBN 10: 1786301571 ISBN 13: 9781786301574
Language: English
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Hardcover. Condition: new. Hardcover. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Published by ISTE Ltd and John Wiley & Sons Inc, London, 2019
ISBN 10: 1786304074 ISBN 13: 9781786304070
Language: English
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Hardcover. Condition: new. Hardcover. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Published by ISTE Ltd and John Wiley and Sons Inc, 2019
ISBN 10: 1786304074 ISBN 13: 9781786304070
Language: English
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Published by ISTE Ltd. 2019-02-19, 2019
ISBN 10: 1786301571 ISBN 13: 9781786301574
Language: English
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ISBN 10: 1786304074 ISBN 13: 9781786304070
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Published by ISTE Ltd and John Wiley & Sons Inc, 2019
ISBN 10: 1786304074 ISBN 13: 9781786304070
Language: English
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Add to basketGebunden. Condition: New. Über den AutorFernand Meyer has been working at the Center for Mathematical Morphology of MINES ParisTech since 1975. He participated actively in the development of mathematical morphology, particularly in the field of seg.