Graph-Based Representations in Pattern Recognition

Graph-Based Representations in Pattern Recognition PDF Author: Francisco Escolano
Publisher: Springer Science & Business Media
ISBN: 354072902X
Category : Computers
Languages : en
Pages : 427

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Book Description
This book constitutes the refereed proceedings of the 6th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2007, held in Alicante, Spain in June 2007. The 23 revised full papers and 14 revised poster papers presented were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on matching, distances and measures, graph-based segmentation and image processing, graph-based clustering, graph representations, pyramids, combinatorial maps and homologies, as well as graph clustering, embedding and learning.

Le traitement du signal et des images

Le traitement du signal et des images PDF Author: Groupe de Recherche et d'Etude du Traitement du Signal
Publisher:
ISBN:
Category :
Languages : fr
Pages : 1382

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Book Description


Mathematical Foundations of Image Processing and Analysis, Volume 2

Mathematical Foundations of Image Processing and Analysis, Volume 2 PDF Author: Jean-Charles Pinoli
Publisher: John Wiley & Sons
ISBN: 1118984552
Category : Technology & Engineering
Languages : en
Pages : 397

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Book Description
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.

Traitement du signal et de l’image pour la biométrie

Traitement du signal et de l’image pour la biométrie PDF Author: NAÏT-ALI Amine
Publisher: Lavoisier
ISBN: 2746288990
Category :
Languages : en
Pages : 370

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Book Description
Ce livre met en évidence l'utilisation des différentes approches de traitement du signal et de l'image dans des applications d'identification ou d'authentification des individus. Son contenu s'adresse, en particulier, aux étudiants de 3ème cycle, chercheurs et ingénieurs qui souhaitent s'initier au développement d'algorithmes spécifiques et leur intégration dans des systèmes biométriques. Le lecteur y trouvera, d'une part, des chapitres introductifs, orientés pédagogie et d'autre part, des chapitres à vocation recherche. Evidemment, la reconnaissance faciale 2D/3D, la reconnaissance par l'iris et les traits de la main sont considérés, mais les auteurs ont également souhaité renforcer le contenu de cet ouvrage par des chapitres portant sur la multi-biométrie, l'évaluation des performances des systèmes biométriques ainsi que certains outils de traitement du signal tels que la classification, la cryptographie et la protection des données. Enfin, il est également présenté dans cet ouvrage de nouveaux concepts et orientations récentes. Ce travail est le fruit de la contribution de plusieurs acteurs du milieu académique et de l'industrie, actifs dans le domaine de la biométrie et de la sécurité.

Imagerie numérique : avancées et perspectives pour la couleur

Imagerie numérique : avancées et perspectives pour la couleur PDF Author: FERNANDEZ-MALOIGNE Christine
Publisher: Lavoisier
ISBN: 2746282054
Category :
Languages : en
Pages : 378

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Book Description
Cet ouvrage collectif recense les dernières avancées dans le domaine de l'analyse automatique des images numériques couleur. Destiné aux chercheurs, ingénieurs R&D et étudiants en Master ou Doctorat, il constitue un état de l'art critique et le plus exhaustif possible sur les problématiques scientifiques soulevées par les différentes étapes constituant une chaîne de traitement des images couleur. Le filtrage et la segmentation des images fixes sont abordés par des techniques récentes telles que les outils morphologiques couleur, les équations aux dérivées partielles, l'algèbre quaternionique ou l'analyse de graphes. La caractérisation des textures couleur est traitée par la prédiction linéaire ou des descripteurs statistiques. La reconnaissance d'objets fixes ou en mouvement dans des vidéos couleur nécessite d'utiliser des attributs invariants aux conditions d'éclairage. Une attention particulière a été apportée aux espaces couleur, et notamment ceux séparant la luminance de la chrominance.

Two-dimensional Signal Analysis

Two-dimensional Signal Analysis PDF Author: René Garello
Publisher: John Wiley & Sons
ISBN: 1118621646
Category : Technology & Engineering
Languages : en
Pages : 235

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Book Description
This title sets out to show that 2-D signal analysis has its own role to play alongside signal processing and image processing. Concentrating its coverage on those 2-D signals coming from physical sensors (such as radars and sonars), the discussion explores a 2-D spectral approach but develops the modeling of 2-D signals and proposes several data-oriented analysis techniques for dealing with them. Coverage is also given to potential future developments in this area.

From Natural to Artificial Neural Computation

From Natural to Artificial Neural Computation PDF Author: Jose Mira
Publisher: Springer Science & Business Media
ISBN: 9783540594970
Category : Computers
Languages : en
Pages : 1182

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Book Description
This volume presents the proceedings of the International Workshop on Artificial Neural Networks, IWANN '95, held in Torremolinos near Malaga, Spain in June 1995. The book contains 143 revised papers selected from a wealth of submissions and five invited contributions; it covers all current aspects of neural computation and presents the state of the art of ANN research and applications. The papers are organized in sections on neuroscience, computational models of neurons and neural nets, organization principles, learning, cognitive science and AI, neurosimulators, implementation, neural networks for perception, and neural networks for communication and control.

High-Speed Networks and Multimedia Communications

High-Speed Networks and Multimedia Communications PDF Author: Mário Marques Freire
Publisher: Springer
ISBN: 3540450769
Category : Computers
Languages : en
Pages : 595

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Book Description
The refereed proceedings of the 6th IEEE International Conference on High Speed Networking and Multimedia Communication, HSNMC 2003, held in Estoril, Portugal in July 2003. The 57 revised full papers presented were carefully reviewed and selected from 105 submissions. The papers are organized in topical sections on integrated differentiated services, multicasting, peer-to-peer networking, quality of service, QoS, network and information management, WDM networks, mobile and wireless networks, video, CDMA, real time issues and protocols for IP networks, multimedia streaming, TCP performance, voice over IP, and traffic models.

Mathematical Foundations of Image Processing and Analysis, Volume 1

Mathematical Foundations of Image Processing and Analysis, Volume 1 PDF Author: Jean-Charles Pinoli
Publisher: John Wiley & Sons
ISBN: 1118649125
Category : Technology & Engineering
Languages : en
Pages : 393

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Book Description
Image processing and image analysis are typically important fields in information science and technology. By “image processing”, we generally understand all kinds of operation performed on images (or sequences of images) in order to increase their quality, restore their original content, emphasize some particular aspect of the information or optimize their transmission, or to perform radiometric and/or spatial analysis. By “image analysis” we understand, however, all kinds of operation performed on images (or sequences of images) in order to extract qualitative or quantitative data, perform measurements and apply statistical analysis. Whereas there are nowadays many books dealing with image processing, only a small number deal with image analysis. The methods and techniques involved in these fields of course have a wide range of applications in our daily world: industrial vision, material imaging, medical imaging, biological imaging, multimedia applications, satellite imaging, quality control, traffic control, and so on

Deconvolution of Images and Spectra

Deconvolution of Images and Spectra PDF Author: Peter A. Jansson
Publisher: Courier Corporation
ISBN: 0486294455
Category : Technology & Engineering
Languages : en
Pages : 530

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Book Description
Deconvolution is a technique in signal or image processing that is applied to recover information. When it is employed, it is usually because instrumental effects of spreading and blurring have obscured that information. In 1996, Deconvolution of Images and Spectra was published (Academic Press) as a second edition of Jansson's 1984 book, Deconvolution with Applications in Spectroscopy. This landmark volume was first published to provide both an overview of the field, and practical methods and results. The present Dover edition is a corrected reprinting of the second edition. It incorporates all the advantages of its predecessors by conveying a clear understanding of the field while providing a selection of effective, practical techniques. The authors assume only a working knowledge of calculus, and emphasize practical applications over topics of theoretical interest, focusing on areas that have been pivotal to the evolution of the most effective methods. This tutorial is essentially self-contained. Readers will find it practical and easy to understand.