Mathematical Morphology And Its Applications To Signal And Image Processing

Author : Jean Serra,Pierre Soille
Publisher : Springer Science & Business Media
Page : 391 pages
File Size : 40,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401110402

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Mathematical Morphology and Its Applications to Image Processing by Jean Serra,Pierre Soille Pdf

Mathematical morphology (MM) is a theory for the analysis of spatial structures. It is called morphology since it aims at analysing the shape and form of objects, and it is mathematical in the sense that the analysis is based on set theory, topology, lattice algebra, random functions, etc. MM is not only a theory, but also a powerful image analysis technique. The purpose of the present book is to provide the image analysis community with a snapshot of current theoretical and applied developments of MM. The book consists of forty-five contributions classified by subject. It demonstrates a wide range of topics suited to the morphological approach.

Author : Petros Maragos,Ronald W. Schafer,Muhammad Akmal Butt
Publisher : Springer Science & Business Media
Page : 480 pages
File Size : 42,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461304692

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Mathematical Morphology and Its Applications to Image and Signal Processing by Petros Maragos,Ronald W. Schafer,Muhammad Akmal Butt Pdf

Mathematical morphology (MM) is a powerful methodology for the quantitative analysis of geometrical structures. It consists of a broad and coherent collection of theoretical concepts, nonlinear signal operators, and algorithms aiming at extracting, from images or other geometrical objects, information related to their shape and size. Its mathematical origins stem from set theory, lattice algebra, and integral and stochastic geometry. MM was initiated in the late 1960s by G. Matheron and J. Serra at the Fontainebleau School of Mines in France. Originally it was applied to analyzing images from geological or biological specimens. However, its rich theoretical framework, algorithmic efficiency, easy implementability on special hardware, and suitability for many shape- oriented problems have propelled its widespread diffusion and adoption by many academic and industry groups in many countries as one among the dominant image analysis methodologies. The purpose of Mathematical Morphology and its Applications to Image and Signal Processing is to provide the image analysis community with a sampling from the current developments in the theoretical (deterministic and stochastic) and computational aspects of MM and its applications to image and signal processing. The book consists of the papers presented at the ISMM'96 grouped into the following themes: Theory Connectivity Filtering Nonlinear System Related to Morphology Algorithms/Architectures Granulometries, Texture Segmentation Image Sequence Analysis Learning Document Analysis Applications

Author : Bernhard Burgeth,Andreas Kleefeld,Benoît Naegel,Nicolas Passat,Benjamin Perret
Publisher : Springer
Page : 19 pages
File Size : 53,9 Mb
Release : 2019-06-19
Category : Computers
ISBN : 9783030208677

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Mathematical Morphology and Its Applications to Signal and Image Processing by Bernhard Burgeth,Andreas Kleefeld,Benoît Naegel,Nicolas Passat,Benjamin Perret Pdf

This book contains the refereed proceedings of the 14th International Symposium on Mathematical Morphology, ISMM 2019, held in Saarbrücken, Germany, in July 2019. The 40 revised full papers presented together with one invited talk were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on Theory, Discrete Topology and Tomography, Trees and Hierarchies, Multivariate Morphology, Computational Morphology, Machine Learning, Segmentation, Applications in Engineering, and Applications in (Bio)medical Imaging.

Author : Jesús Angulo,Santiago Velasco-Forero,Fernand Meyer
Publisher : Springer
Page : 499 pages
File Size : 54,7 Mb
Release : 2017-04-07
Category : Computers
ISBN : 9783319572406

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Mathematical Morphology and Its Applications to Signal and Image Processing by Jesús Angulo,Santiago Velasco-Forero,Fernand Meyer Pdf

This book contains the refereed proceedings of the 13th International Symposium on Mathematical Morphology, ISMM 2017, held in Fontainebleau, France, in May 2017. The 36 revised full papers presented together with 4 short papers were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections on algebraic theory, max-plus and max-min mathematics; discrete geometry and discrete topology; watershed and graph-based segmentation; trees and hierarchies; topological and graph-based clustering, classification and filtering; connected operators and attribute filters; PDE-based morphology; scale-space representations and nonlinear decompositions; computational morphology; object detection; and biomedical, material science and physical applications.

Author : Cris L. Luengo Hendriks,Gunilla Borgefors,Robin Strand
Publisher : Unknown
Page : 546 pages
File Size : 55,6 Mb
Release : 2013-05-13
Category : Electronic
ISBN : 3642382959

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Mathematical Morphology and Its Applications to Signal and Image Processing by Cris L. Luengo Hendriks,Gunilla Borgefors,Robin Strand Pdf

Author : Cris L. Luengo Hendriks,Gunilla Borgefors,Robin Strand
Publisher : Springer
Page : 532 pages
File Size : 46,8 Mb
Release : 2013-05-13
Category : Computers
ISBN : 9783642382949

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Mathematical Morphology and Its Applications to Signal and Image Processing by Cris L. Luengo Hendriks,Gunilla Borgefors,Robin Strand Pdf

This book contains the refereed proceedings of the 11th International Symposium on Mathematical Morphology, ISMM 2013 held in Uppsala, Sweden, in May 2013. The 41 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 52 submissions. The papers are organized in topical sections on theory; trees and hierarchies; adaptive morphology; colour; manifolds and metrics; filtering; detectors and descriptors; and applications.

Author : Pierre Soille,Martino Pesaresi,Georgios Ouzounis
Publisher : Springer
Page : 484 pages
File Size : 51,5 Mb
Release : 2011-06-29
Category : Computers
ISBN : 9783642215698

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Mathematical Morphology and Its Applications to Image and Signal Processing by Pierre Soille,Martino Pesaresi,Georgios Ouzounis Pdf

This book contains the refereed proceedings of the 10th International Symposium on Mathematical Morphology, ISMM 2011 held in Verbania-Intra, Italy in July 2011. It is a collection of 39 revised full papers, from which 27 were selected for oral and 12 for poster presentation, from a total of 49 submissions. Moreover, the book features two invited contributions in the fields of remote sensing, image analysis and scientific visualization. The papers are organized in thematic sections on theory, lattices and order, connectivity, image analysis, processing and segmentation, adaptive morphology, algorithms, remote sensing, visualization, and applications.

Author : John Goutsias,Luc Vincent,Dan S. Bloomberg
Publisher : Springer Science & Business Media
Page : 453 pages
File Size : 43,5 Mb
Release : 2000-05-31
Category : Technology & Engineering
ISBN : 9780792378624

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Mathematical Morphology and Its Applications to Image and Signal Processing by John Goutsias,Luc Vincent,Dan S. Bloomberg Pdf

Mathematical morphology is a powerful methodology for the processing and analysis of geometric structure in signals and images. This book contains the proceedings of the fifth International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, held June 26-28, 2000, at Xerox PARC, Palo Alto, California. It provides a broad sampling of the most recent theoretical and practical developments of mathematical morphology and its applications to image and signal processing. Areas covered include: decomposition of structuring functions and morphological operators, morphological discretization, filtering, connectivity and connected operators, morphological shape analysis and interpolation, texture analysis, morphological segmentation, morphological multiresolution techniques and scale-spaces, and morphological algorithms and applications. Audience: The subject matter of this volume will be of interest to electrical engineers, computer scientists, and mathematicians whose research work is focused on the theoretical and practical aspects of nonlinear signal and image processing. It will also be of interest to those working in computer vision, applied mathematics, and computer graphics.

Author : Michael H. F. Wilkinson,Jos B.T.M. Roerdink
Publisher : Springer
Page : 321 pages
File Size : 46,7 Mb
Release : 2009-08-19
Category : Computers
ISBN : 9783642036132

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Mathematical Morphology and Its Application to Signal and Image Processing by Michael H. F. Wilkinson,Jos B.T.M. Roerdink Pdf

The 9th ISMM conference covered a very diverse collection of papers, bound together by the central themes of mathematical morphology, namely, the tre- ment of images in terms of set and lattice theory. Notwithstanding this central theme, this ISMM showed increasing interaction with other ?elds of image and signal processing, and several hybrid methods were presented, which combine the strengths of traditional morphological methods with those of, for example, linear ?ltering.This trendis particularlystrong in the emerging?eld of adaptive morphological ?ltering, where the local shape of structuring elements is det- mined by non-morphological techniques. This builds on previous developments of PDE-based methods in morphology and amoebas. In segmentation we see similar advancements, in the development of morphological active contours. Even within morphology itself, diversi?cation is great, and many new areas of research are being opened up. In particular, morphology of graph-based and complex-based image representations are being explored. Likewise, in the we- established area of connected ?ltering we ?nd new theory and new algorithms, but also expansion into the direction of hyperconnected ?lters. New advances in morphological machine learning, multi-valued and fuzzy morphology are also presented. Notwithstanding the often highly theoretical reputation of mathematical morphology, practitioners in this ?eld have always had an eye for the practical.

Author : Jón Atli Benediktsson,Jocelyn Chanussot,Laurent Najman,Hugues Talbot
Publisher : Springer
Page : 754 pages
File Size : 50,6 Mb
Release : 2015-05-15
Category : Computers
ISBN : 9783319187204

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Mathematical Morphology and Its Applications to Signal and Image Processing by Jón Atli Benediktsson,Jocelyn Chanussot,Laurent Najman,Hugues Talbot Pdf

This book contains the thoroughly refereed proceedings of the 12th International Symposium on Mathematical Morphology, ISMM 2015 held in Reykjavik, Iceland, in May 2015. The 62 revised full papers were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on evaluations and applications; hierarchies; color, multivalued and orientation fields; optimization, differential calculus and probabilities; topology and discrete geometry; and algorithms and implementation.

Author : Edward R. Dougherty,Roberto A. Lotufo
Publisher : SPIE Press
Page : 294 pages
File Size : 41,8 Mb
Release : 2003
Category : Computers
ISBN : 081944720X

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Hands-on Morphological Image Processing by Edward R. Dougherty,Roberto A. Lotufo Pdf

Morphological image processing, a standard part of the imaging scientist's toolbox, can be applied to a wide range of industrial applications. Concentrating on applications, this text shows how to analyse the problems and then develop successful algorithms to solve them.

Author : Pierre Soille,Martino Pesaresi,Georgios Ouzounis
Publisher : Springer Science & Business Media
Page : 495 pages
File Size : 54,9 Mb
Release : 2011-06-24
Category : Computers
ISBN : 9783642215681

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Mathematical Morphology and Its Applications to Image and Signal Processing by Pierre Soille,Martino Pesaresi,Georgios Ouzounis Pdf

This book contains the refereed proceedings of the 10th International Symposium on Mathematical Morphology, ISMM 2011 held in Verbania-Intra, Italy in July 2011. It is a collection of 39 revised full papers, from which 27 were selected for oral and 12 for poster presentation, from a total of 49 submissions. Moreover, the book features two invited contributions in the fields of remote sensing, image analysis and scientific visualization. The papers are organized in thematic sections on theory, lattices and order, connectivity, image analysis, processing and segmentation, adaptive morphology, algorithms, remote sensing, visualization, and applications.

Author : Pierre Soille
Publisher : Springer Science & Business Media
Page : 322 pages
File Size : 47,8 Mb
Release : 2013-03-14
Category : Science
ISBN : 9783662039397

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Morphological Image Analysis by Pierre Soille Pdf

The book is self-contained in the sense that it is accessible to engineers, scientists, and practitioners having no prior experience with morphology. In addition, most necessary background notions about digital image processing are covered. The emphasis being put on the techniques useful for solving practical problems rather than the theory underlying mathematical morphology, no special knowledge about set theory and topology is required. Nevertheless, the book goes well beyond an introduction to mathematical morphology. Indeed, starting from the fundamental transformations, more elaborate methods which have proven their practical usefulness are explained. This is achieved through a step by step process pursued until the most recent advances.

Author : Frank Y. Shih
Publisher : CRC Press
Page : 439 pages
File Size : 45,6 Mb
Release : 2017-07-12
Category : Technology & Engineering
ISBN : 9781351834445

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Image Processing and Mathematical Morphology by Frank Y. Shih Pdf

In the development of digital multimedia, the importance and impact of image processing and mathematical morphology are well documented in areas ranging from automated vision detection and inspection to object recognition, image analysis and pattern recognition. Those working in these ever-evolving fields require a solid grasp of basic fundamentals, theory, and related applications—and few books can provide the unique tools for learning contained in this text. Image Processing and Mathematical Morphology: Fundamentals and Applications is a comprehensive, wide-ranging overview of morphological mechanisms and techniques and their relation to image processing. More than merely a tutorial on vital technical information, the book places this knowledge into a theoretical framework. This helps readers analyze key principles and architectures and then use the author’s novel ideas on implementation of advanced algorithms to formulate a practical and detailed plan to develop and foster their own ideas. The book: Presents the history and state-of-the-art techniques related to image morphological processing, with numerous practical examples Gives readers a clear tutorial on complex technology and other tools that rely on their intuition for a clear understanding of the subject Includes an updated bibliography and useful graphs and illustrations Examines several new algorithms in great detail so that readers can adapt them to derive their own solution approaches This invaluable reference helps readers assess and simplify problems and their essential requirements and complexities, giving them all the necessary data and methodology to master current theoretical developments and applications, as well as create new ones.

Author : Henk J.A.M. Heijmans,Jos Roerdink
Publisher : Springer Science & Business Media
Page : 468 pages
File Size : 55,6 Mb
Release : 1998-05-31
Category : Mathematics
ISBN : 0792351339

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Mathematical Morphology and its Applications to Image and Signal Processing by Henk J.A.M. Heijmans,Jos Roerdink Pdf

This book contains the proceedings of the International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing IV, held June 3-5, 1998, in Amsterdam, The Netherlands. The purpose of the work is to provide the image analysis community with a sampling of recent developments in theoretical and practical aspects of mathematical morphology and its applications to image and signal processing. Among the areas covered are: digitization and connectivity, skeletonization, multivariate morphology, morphological segmentation, color image processing, filter design, gray-scale morphology, fuzzy morphology, decomposition of morphological operators, random sets and statistical inference, differential morphology and scale-space, morphological algorithms and applications. Audience: This volume will be of interest to research mathematicians and computer scientists whose work involves mathematical morphology, image and signal processing.