By Laurent Najman,Hugues Talbot
Mathematical Morphology permits the research and processing of geometrical buildings utilizing ideas in keeping with the fields of set concept, lattice thought, topology, and random features. it's the foundation of morphological snapshot processing, and reveals functions in fields together with electronic photograph processing (DSP), in addition to parts for graphs, floor meshes, solids, and different spatial buildings. This publication offers an updated remedy of mathematical morphology, in response to the 3 pillars that made it an immense box of theoretical paintings and sensible software: a great theoretical beginning, a wide physique of purposes and an effective implementation.
The ebook is split into 5 elements and comprises 20 chapters. The 5 components are established as follows:
- Part I units out the basic elements of the self-discipline, beginning with a basic creation, by way of extra theory-focused chapters, one addressing its mathematical constitution and together with an up to date formalism, that's the results of numerous many years of work.
- Part II extends this formalism to a few non-deterministic facets of the speculation, specifically detailing hyperlinks with different disciplines equivalent to stereology, geostatistics and fuzzy logic.
- Part III addresses the speculation of morphological filtering and segmentation, that includes smooth hooked up techniques, from either theoretical and useful aspects.
- Part IV positive factors functional points of mathematical morphology, specifically tips on how to take care of colour and multivariate information, hyperlinks to discrete geometry and topology, and a few algorithmic features; with no which purposes will be impossible.
- Part V showcases all of the formerly famous fields of labor via a pattern of fascinating, consultant and sundry applications.
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Mathematical Morphology by Laurent Najman,Hugues Talbot
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