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Parallel Image Processing by T. Bräunl,S. Feyrer,W. Rapf,M. Reinhardt Pdf
This book introduces the area of image processing and data-parallel processing. It covers a number of standard algorithms in image processing and describes their parallel implementation. The programming language chosen for all examples is a structured parallel programming language which is ideal for educational purposes. It has a number of advantages over C, and since all image processing tasks are inherently parallel, using a parallel language for presentation actually simplifies the subject matter. This results in shorter source codes and a better understanding. Sample programs and a free compiler are available on an accompanying Web site.
Parallel Image Analysis by Serge Miguet,Annick Montanvert,Patrick Shen-pei Wang Pdf
This book contains a selection of papers presented at the Fourth International Workshop on Parallel Image Analysis, held at the Laboratoire de l'Informatique du Paralllisme of the Ecole Normale Suprieure de Lyon, France. It is representative of the traditional topics of the workshop, from theoretical models for parallel image analysis to real life applications implemented on parallel multicomputers.
Parallel Image Analysis by Akira Nakamura,Maurice Nivat,Ahmed Saoudi,Patrick S.P. Wang,Katsushi Inoue Pdf
This volume contains the papers selected for presentation at the Second International Conference on Parallel Image Analysis (ICPIA '92), held in Ube, Japan, December 21-23, 1992. The conference topics are data structures, parallel algorithms and architectures, neural networks, computational vision, syntactic generation and recognition, and multidimensional models. The first meeting with these topics was theInternational Colloquium on Parallel Image Processing, which took place in Paris in June 1991. The aim of the meetings is to bring together specialistsfrom various countries who are interested in the topics and to stimulatetheoretical and practical research in the field of parallel image processingand analysis. The volume contains three invited papers, a summary of a tutorial lecture, and twenty selected and refereed communications.
Parallel Image Analysis and Processing by K Inoue,A Nakamura,M Nivat,A Saoudi,P S P Wang Pdf
This review volume contains a selection of papers by leading experts in the areas of Parallel Image Analysis, 2-D, 3-D Grammars and Automata and Neural Nets and Learning. Contents: From Equations to Hardware. Towards the Systematic Mapping of Algorithms onto Parallel Architectures (F Charot et al.)Manipulations of Octrees and Quadtrees on Multiprocessors (V Chaudhary et al.)Parallel Algorithms for Multi-Dimensional Image Template Matching (A Saoudi & M Nivat)Mesh Algorithms for Finding Repetitions and Partial Symmetries in Arrays (S L Tanimoto & R Miller)Path-Controlled Graph Grammars for Syntactic Pattern Recognition (K Aizawa & A Nakamura)A Characterization of Recognizable Picture Languages (K Inoue & I Takanami)Constant Leaf-Size Hierarchy of Two-Dimensional Alternating Turning Machines (A Ito et al.)Context-Sensitivity of Puzzle Grammars (P Laroche et al.)Parallel Generations and Parsing of Array Languages Using Reversible Cellular Automata (K Morita & S Ueno)Three-Dimensional Sequential/Parallel Universal Array Grammars for Polyhedral Object Pattern Analysis (P S P Wang)Shape Recovery and Error Correction Based on Hypothetical Constraints by Parallel Network for Energy Minimization (K Kakusho et al.)Use of Gradated Patterns in an Associative Neural Memory for Invariant Pattern Recognition (K Kobara et al.)Learning of Recognizable Picture Languages (R Siromoney et al.)Learning Equal Matrix Grammars Based on Control Sets (Y Takada) Readership: Computer scientists. keywords:
Author : L S Davis,A Rosenfeld,K Inoue,M Nivat,P S P Wang Publisher : World Scientific Page : 252 pages File Size : 40,5 Mb Release : 1995-12-26 Category : Computers ISBN : 9789814499613
Parallel Image Analysis: Theory and Applications by L S Davis,A Rosenfeld,K Inoue,M Nivat,P S P Wang Pdf
This volume deals with the following topics: 2-D, 3-D automata and grammars, parallel architecture for image processing, parallel digital geometry algorithms, data allocation strategies for parallel image processing algorithms, complexity analysis of parallel image operators. The contributions are written by leading experts in the fields of models, algorithms and architectures for parallel image processing. Contents:Data Allocation Strategies for Parallel Image Processing Algorithms (V Marion-Poty & S Miguet)Facilitating High-Performance Image Analysis on Reduced Hypercube (RH) Parallel Computers (S G Ziavras & M A Sideras)Time-Optimal Digital Geometry Algorithms on Meshes with Multiple Broadcasting (V Bokka et al.)A Time-Optimal Multiple-Query Nearest-Neighbor Algorithm on Meshes with Multiple Broadcasting (I Stoica)A Linear Algorithm for Segmentation of Digital Curves (I Debled-Rennesson & J-P Reveillès)Some Notes on Parallel Coordinate Grammars (A Nakamura)Basic Puzzle Languages (K G Subramanian et al.)Cooperating Systems of Three-Way Two-Dimensional Finite Automata (Y Wang et al.)The Effect of Inkdots for Two-Dimensional Automata (A Ito et al.)On Topology Preservation in 2-D and 3-D Thinning (T Y Kong)Two Methodologies to Implement 3D Thinning Algorithms on Distributed Memory Machines (V Marion-Poty)Analysis and Design of Parallel Thinning Algorithms — A Generic Approach (Y Y Zhang & P S P Wang)A New 26-Connected Objects Surface Tracking Algorithm and Its Related PRAM Version (L Perroton) Readership: Computer scientists. keywords:Parallilism;Digital Geometory;Mesh;Morphology;Array Grammar;Array Automata;Parallel Thinnning;Parallel Processing;Distributed Processing;Image Processing;Parallel Image Processing;Distributed Image Processing;Image Analysis;Parallel Image Analysis;Distributed Image Analysis
This book is concerned with the aspects of real-time, parallel computing which are specific to the analysis of digitized images including both the symbolic and semantic data derived from such images. The subjects covered encompass processing, storing, and transmitting images and image data. A variety of techniques and algorithms for the analysis and manipulation of images are explored both theoretically and in terms of implementation in hardware and software. The book is organized into four topic areas: (1) theo retical development, (2) languages for image processing, (3) new computer techniques, and (4) implementation in special purpose real-time digital systems. Computer utilization, methodology, and design for image analy sis presents special and unusual problems. One author (Nagao)* points out that, "Human perception of a scene is very complex. It has not been made clear how perception functions, what one sees in a picture, and how one understands the whole picture. It is almost certain that one carries out a very quick trial-and-error process, starting from the detection of gross prominent features and then analyzing details, using one's knowledge of the world. " Another author (Duff) makes the observation that, "It is therefore more difficult to write computer programs which deal with images than those which deal with numbers, human thinking about arithmetic being a largely conscious activity.
Image Processing and Pattern Recognition Based on Parallel Shift Technology by Stepan Bilan,Sergey Yuzhakov Pdf
This book describes the methods and algorithms for image pre-processing and recognition. These methods are based on a parallel shift technology of the imaging copy, as well as simple mathematical operations to allow the generation of a minimum set of features to describe and recognize the image. This book also describes the theoretical foundations of parallel shift technology and pattern recognition. Based on these methods and theories, this book is intended to help researchers with artificial intelligence systems design, robotics, and developing software and hardware applications.
Author : S Miguet,A Montanvert,P S P Wang Publisher : World Scientific Page : 140 pages File Size : 50,8 Mb Release : 1998-05-05 Category : Computers ISBN : 9789814496193
Parallel Image Analysis by S Miguet,A Montanvert,P S P Wang Pdf
This book contains a selection of papers presented at the Fourth International Workshop on Parallel Image Analysis, held at the Laboratoire de l'Informatique du Parallélisme of the Ecole Normale Supérieure de Lyon, France. It is representative of the traditional topics of the workshop, from theoretical models for parallel image analysis to real life applications implemented on parallel multicomputers. Contents: Nonclosure Properties of Two-Dimensional One-Marker Automata (A Ito et al.)Parallel Distributed Detection of an Invariant Feature Associated with Self-Similar Patterns (K Kamejima)Parallel Tools for Colored Image Processing (V Lozano et al.)Asynchronous Relaxation of Morphological Operators: A Joint Algorithm-Architecture Perspective (F Robin et al.)Fast Local and Global Illuminations Through a Simid Z-Buffer (C Renaud)A Load Balanced Parallel Ground Visualization Tool (S Contassot-Vivier)Modeling 3D Deformable Object with the Active Pyramid (P-J Reissman & I E Magnin)Complexity Analysis of a Parallel Implementation of the Marching-Cubes Algorithm (S Miguet & J-M Nicod) Readership: Computer scientists and industrialists. Keywords:Parallel Computing;Image Analysis;Image Processing;Pattern Recognition;Computer Graphics;Cellular Automata;Load Balancing;Parallel Architectures;Complexity Analysis;Medical Imaging
Image Analysis by Heikki Kalviainen,Jussi Parkkinen,Arto Kaarna Pdf
This book constitutes the refereed proceedings of the 14th Scandinavian Conference on Image Analysis, SCIA 2005, held in Joensuu, Finland in June 2005. The 124 papers presented together with 6 invited papers were carefully reviewed and selected from 236 submissions. The papers are organized in topical sections on image segmentation and understanding, color image processing, applications, theory, medical image processing, image compression, digitalization of cultural heritage, computer vision, machine vision, and pattern recognition.
Image Analysis And Processing Iciap 2005 by Fabio Roli,Sergio Vitulano Pdf
This volume contains the Proceedings of the 13th International Conference on Image Analysis and Processing (ICIAP 2005), held in Cagliari, Italy, at the conference centre “Centro della Cultura e dei Congressi”, on September 6–8, 2005. ICIAP 2005 was the thirteenth edition of a series of conferences organized every two years by the Italian group of researchersa?liated to the International Association for Pattern Recognition (GIRPR) with the aim to bring together researchers in image processing and pattern recognition from around the world. As for the previous editions, conference topics concerned the theory of image analysis and processing and its classical and Internet-driven applications. The central theme of ICIAP 2005 was “Pattern Recognition in the Internet and Mobile Communications Era”. The interest for such a theme was con?rmed by the large number of papers dealing with it, the special session devoted to pattern recognition for computer network security, and the emphasis of twoinvited talks on Internet and mobile communication issues. ICIAP 2005 received 217 paper submissions. Fifteen papers were collected into the two special sessions dealing with Pattern Recognition for Computer Network Security and Computer Vision for Augmented Reality and Augmented Environments.
Combinatorial Image Analysis by Ralf Reulke,Ulrich Eckardt,Boris Flach,Uwe Knauer,Konrad Polthier Pdf
This volume constitutes the refereed proceedings of the 11th International Workshop on Combinatorial Image Analysis, IWCIA 2006, held in Berlin, June 2006. The book presents 34 revised full papers together with two invited papers, covering topics including combinatorial image analysis; grammars and models for analysis and recognition of scenes and images; combinatorial topology and geometry for images; digital geometry of curves and surfaces; algebraic approaches to image processing, and more.
Author : A Saoudi,M Nivat,P S P Wang Publisher : World Scientific Page : 480 pages File Size : 53,7 Mb Release : 1992-10-29 Category : Computers ISBN : 9789814505239
Parallel Image Processing by A Saoudi,M Nivat,P S P Wang Pdf
Contents:Three-Dimensional Object Pattern Representation by Array Grammars (P S P Wang)Stochastic Puzzle Grammars (R Siromoney et al.)Parallel Recognition of High Dimensional Images (M Nivat & A Saoudi)Two-Dimensional Uniquely Parsable Isometric Array Grammars (Y Yamamoto & K Morita)Replicated Image Algorithms and Their Analyses on SIMD Machines (P J Narayanan & L S Davis)The Depth and Motion Analysis Machine (O D Faugeras et al.)Image Analysis on Massively Parallel Computers: An Architecture Point of View (A Mérigot & B Zavidovique)Parallel Algorithm for Colour Texture Generation Using the Random Neural Network Model (V Atalay & E Gelenbe)and other papers Readership: Computer scientists. keywords:
High-Performance Medical Image Processing by Sanjay Saxena,Sudip Paul Pdf
The processing of medical images in a reasonable timeframe and with high definition is very challenging. This volume helps to meet that challenge by presenting a thorough overview of medical imaging modalities, its processing, high-performance computing, and the need to embed parallelism in medical image processing techniques to achieve efficient and fast results. With contributions from researchers from prestigious laboratories and educational institutions, High-Performance Medical Image Processing provides important information on medical image processing techniques, parallel computing techniques, and embedding parallelism in different image processing techniques. A comprehensive review of parallel algorithms in medical image processing problems is a key feature of this book. The volume presents the relevant theoretical frameworks and the latest empirical research findings in the area and provides detailed descriptions about the diverse high-performance techniques. Topics discussed include parallel computing, multicore architectures and their applications in image processing, machine learning applications, conventional and advanced magnetic resonance imaging methods, hyperspectral image processing, algorithms for segmenting 2D slices for 3D viewing, and more. Case studies, such as on the detection of cancer tumors, expound on the information presented. Key features: Provides descriptions of different medical imaging modalities and their applications Discusses the basics and advanced aspects of parallel computing with different multicore architectures Expounds on the need for embedding data and task parallelism in different medical image processing techniques Presents helpful examples and case studies of the discussed methods This book will be valuable for professionals, researchers, and students working in the field of healthcare engineering, medical imaging technology, applications in machine and deep learning, and more. It is also appropriate for courses in computer engineering, biomedical engineering and electrical engineering based on artificial intelligence, parallel computing, high performance computing, and machine learning and its applications in medical imaging.
