From Gestalt Theory To Image Analysis
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Author |
: Agnès Desolneux |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 278 |
Release |
: 2007-12-18 |
ISBN-10 |
: 9780387726359 |
ISBN-13 |
: 0387726357 |
Rating |
: 4/5 (59 Downloads) |
Synopsis From Gestalt Theory to Image Analysis by : Agnès Desolneux
This book introduces a new theory in Computer Vision yielding elementary techniques to analyze digital images. These techniques are a mathematical formalization of the Gestalt theory. From the mathematical viewpoint the closest field to it is stochastic geometry, involving basic probability and statistics, in the context of image analysis. The book is mathematically self-contained, needing only basic understanding of probability and calculus. The text includes more than 130 illustrations, and numerous examples based on specific images on which the theory is tested. Detailed exercises at the end of each chapter help the reader develop a firm understanding of the concepts imparted.
Author |
: Michael Kubovy |
Publisher |
: Routledge |
Total Pages |
: 756 |
Release |
: 2017-03-31 |
ISBN-10 |
: 9781315512358 |
ISBN-13 |
: 1315512351 |
Rating |
: 4/5 (58 Downloads) |
Synopsis Perceptual Organization by : Michael Kubovy
Originally published in 1981, perceptual organization had been synonymous with Gestalt psychology, and Gestalt psychology had fallen into disrepute. In the heyday of Behaviorism, the few cognitive psychologists of the time pursued Gestalt phenomena. But in 1981, Cognitive Psychology was married to Information Processing. (Some would say that it was a marriage of convenience.) After the wedding, Cognitive Psychology had come to look like a theoretically wrinkled Behaviorism; very few of the mainstream topics of Cognitive Psychology made explicit contact with Gestalt phenomena. In the background, Cognition's first love – Gestalt – was pining to regain favor. The cognitive psychologists' desire for a phenomenological and intellectual interaction with Gestalt psychology did not manifest itself in their publications, but it did surface often enough at the Psychonomic Society meeting in 1976 for them to remark upon it in one of their conversations. This book, then, is the product of the editors’ curiosity about the status of ideas at the time, first proposed by Gestalt psychologists. For two days in November 1977, they held an exhilarating symposium that was attended by some 20 people, not all of whom are represented in this volume. At the end of our symposium it was agreed that they would try, in contributions to this volume, to convey the speculative and metatheoretical ground of their research in addition to the solid data and carefully wrought theories that are the figure of their research.
Author |
: Koffka, K |
Publisher |
: Routledge |
Total Pages |
: 736 |
Release |
: 2013-10-08 |
ISBN-10 |
: 9781136306884 |
ISBN-13 |
: 1136306889 |
Rating |
: 4/5 (84 Downloads) |
Synopsis Principles Of Gestalt Psychology by : Koffka, K
Routledge is now re-issuing this prestigious series of 204 volumes originally published between 1910 and 1965. The titles include works by key figures such asC.G. Jung, Sigmund Freud, Jean Piaget, Otto Rank, James Hillman, Erich Fromm, Karen Horney and Susan Isaacs. Each volume is available on its own, as part of a themed mini-set, or as part of a specially-priced 204-volume set. A brochure listing each title in the "International Library of Psychology" series is available upon request.
Author |
: Eduardo Bayro Corrochano |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 1082 |
Release |
: 2009-10-26 |
ISBN-10 |
: 9783642102677 |
ISBN-13 |
: 3642102670 |
Rating |
: 4/5 (77 Downloads) |
Synopsis Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by : Eduardo Bayro Corrochano
This book constitutes the refereed proceedings of the 14th Iberoamerican Congress on Pattern Recognition, CIARP 2009, held in Guadalajara, Mexico, in November 2009. The 64 revised full papers presented together with 44 posters were carefully reviewed and selected from 187 submissions. The papers are organized in topical sections on image coding, processing and analysis; segmentation, analysis of shape and texture; geometric image processing and analysis; analysis of signal, speech and language; document processing and recognition; feature extraction, clustering and classification; statistical pattern recognition; neural networks for pattern recognition; computer vision; video segmentation and tracking; robot vision; intelligent remote sensing, imagery research and discovery techniques; intelligent computing for remote sensing imagery; as well as intelligent fusion and classification techniques.
Author |
: Tony F. Chan |
Publisher |
: SIAM |
Total Pages |
: 414 |
Release |
: 2005-09-01 |
ISBN-10 |
: 9780898715897 |
ISBN-13 |
: 089871589X |
Rating |
: 4/5 (97 Downloads) |
Synopsis Image Processing and Analysis by : Tony F. Chan
This book develops the mathematical foundation of modern image processing and low-level computer vision, bridging contemporary mathematics with state-of-the-art methodologies in modern image processing, whilst organizing contemporary literature into a coherent and logical structure. The authors have integrated the diversity of modern image processing approaches by revealing the few common threads that connect them to Fourier and spectral analysis, the machinery that image processing has been traditionally built on. The text is systematic and well organized: the geometric, functional, and atomic structures of images are investigated, before moving to a rigorous development and analysis of several image processors. The book is comprehensive and integrative, covering the four most powerful classes of mathematical tools in contemporary image analysis and processing while exploring their intrinsic connections and integration. The material is balanced in theory and computation, following a solid theoretical analysis of model building and performance with computational implementation and numerical examples.
Author |
: Aurelio Campilho |
Publisher |
: Springer |
Total Pages |
: 462 |
Release |
: 2012-06-21 |
ISBN-10 |
: 9783642312953 |
ISBN-13 |
: 3642312950 |
Rating |
: 4/5 (53 Downloads) |
Synopsis Image Analysis and Recognition by : Aurelio Campilho
The two-volume set LNCS 7324/7325 constitutes the refereed proceedings of the 9th International Conference on Image and Recognition, ICIAR 2012, held in Aveiro, Portugal, in June 2012. The 107 revised full papers presented were carefully reviewed and selected from 207 submissions. The papers are organized in topical sections on clustering and classification; image processing; image analysis; motion analysis and tracking; shape representation; 3D imaging; applications; biometrics and face recognition; human activity recognition; biomedical image analysis; retinal image analysis; and call detection and modeling.
Author |
: Elisa Ricci |
Publisher |
: Springer Nature |
Total Pages |
: 787 |
Release |
: 2019-09-04 |
ISBN-10 |
: 9783030306458 |
ISBN-13 |
: 3030306453 |
Rating |
: 4/5 (58 Downloads) |
Synopsis Image Analysis and Processing – ICIAP 2019 by : Elisa Ricci
The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019. The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.
Author |
: Jean-Charles Pinoli |
Publisher |
: John Wiley & Sons |
Total Pages |
: 397 |
Release |
: 2014-07-22 |
ISBN-10 |
: 9781118984550 |
ISBN-13 |
: 1118984552 |
Rating |
: 4/5 (50 Downloads) |
Synopsis Mathematical Foundations of Image Processing and Analysis, Volume 2 by : Jean-Charles Pinoli
Mathematical Imaging is currently a rapidly growing field in applied mathematics, with an increasing need for theoretical mathematics. This book, the second of two volumes, emphasizes the role of mathematics as a rigorous basis for imaging sciences. It provides a comprehensive and convenient overview of the key mathematical concepts, notions, tools and frameworks involved in the various fields of gray-tone and binary image processing and analysis, by proposing a large, but coherent, set of symbols and notations, a complete list of subjects and a detailed bibliography. It establishes a bridge between the pure and applied mathematical disciplines, and the processing and analysis of gray-tone and binary images. It is accessible to readers who have neither extensive mathematical training, nor peer knowledge in Image Processing and Analysis. It is a self-contained book focusing on the mathematical notions, concepts, operations, structures, and frameworks that are beyond or involved in Image Processing and Analysis. The notations are simplified as far as possible in order to be more explicative and consistent throughout the book and the mathematical aspects are systematically discussed in the image processing and analysis context, through practical examples or concrete illustrations. Conversely, the discussed applicative issues allow the role of mathematics to be highlighted. Written for a broad audience – students, mathematicians, image processing and analysis specialists, as well as other scientists and practitioners – the author hopes that readers will find their own way of using the book, thus providing a mathematical companion that can help mathematicians become more familiar with image processing and analysis, and likewise, image processing and image analysis scientists, researchers and engineers gain a deeper understanding of mathematical notions and concepts.
Author |
: Isabelle Bloch |
Publisher |
: Springer |
Total Pages |
: 588 |
Release |
: 2010-11-02 |
ISBN-10 |
: 9783642166877 |
ISBN-13 |
: 3642166873 |
Rating |
: 4/5 (77 Downloads) |
Synopsis Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by : Isabelle Bloch
Pattern recognition is a central topic in contemporary computer sciences, with continuously evolving topics, challenges, and methods, including machine learning, content-based image retrieval, and model- and knowledge-based - proaches, just to name a few. The Iberoamerican Congress on Pattern Recog- tion (CIARP) has become established as a high-quality conference, highlighting the recent evolution of the domain. These proceedings include all papers presented during the 15th edition of this conference, held in Sao Paulo, Brazil, in November 2010. As was the case for previous conferences, CIARP 2010 attracted parti- pants from around the world with the aim of promoting and disseminating - going research on mathematical methods and computing techniques for pattern recognition, computer vision, image analysis, and speech recognition, as well as their applications in such diverse areas as robotics, health, entertainment, space exploration, telecommunications, data mining, document analysis, and natural language processing and recognition, to name only a few of them. Moreover, it provided a forum for scienti?c research, experience exchange, sharing new kno- edge and increasing cooperation between research groups in pattern recognition and related areas. It is important to underline that these conferences have contributed sign- icantly to the growth of national associations for pattern recognition in the Iberoamerican region, all of them as members of the International Association for Pattern Recognition (IAPR).
Author |
: Isabelle Bloch |
Publisher |
: Springer Nature |
Total Pages |
: 311 |
Release |
: 2023-01-01 |
ISBN-10 |
: 9783031194252 |
ISBN-13 |
: 303119425X |
Rating |
: 4/5 (52 Downloads) |
Synopsis Fuzzy Sets Methods in Image Processing and Understanding by : Isabelle Bloch
This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images. Advanced methods for fuzzy image processing and understanding are presented, including fuzzy spatial objects, geometry and topology, mathematical morphology, machine learning, verbal descriptions of image content, fusion, spatial relations, and structural representations. For each methodological aspect covered, illustrations from the medical imaging domain are provided. This is an ideal book for graduate students and researchers in the field of medical image processing.