Parallel Processing In Intermediate Level Computer Vision

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Parallel Processing in Intermediate-level Computer Vision

Author : Pierre P. Tremblay
Publisher :
ISBN 13 :
Total Pages : 228 pages
Book Rating : 4.:/5 (615 download)

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Book Synopsis Parallel Processing in Intermediate-level Computer Vision by : Pierre P. Tremblay

Download or read book Parallel Processing in Intermediate-level Computer Vision written by Pierre P. Tremblay and published by . This book was released on 1992 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The problem investigated in this thesis is that of giving intermediate-level vision researchers adequate parallel processing tools for their work, where data and computational structures do not fit the SIMD execution model, but require a MIMD execution model instead. The contribution of this thesis is a comparison of 3 general-purpose MIMD parallel processing systems as tools for intermediate-level vision, by evaluating them against criteria which capture the essential issues in programming intermediate-level vision algorithms on such machines. According to my criteria, the best-suited of the 3 systems is composed of the Id functional language running on the Massachusetts Institute of Technology's Tagged-Token Dataflow Architecture (M.I.T. TTDA)." --

Recent Advances in Computer Vision Applications Using Parallel Processing

Author : Khalid M. Hosny
Publisher : Springer Nature
ISBN 13 : 3031187350
Total Pages : 126 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Recent Advances in Computer Vision Applications Using Parallel Processing by : Khalid M. Hosny

Download or read book Recent Advances in Computer Vision Applications Using Parallel Processing written by Khalid M. Hosny and published by Springer Nature. This book was released on 2023-01-23 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive book is primarily intended for researchers, computer vision specialists, and high-performance computing specialists who are interested in parallelizing computer vision techniques for the sake of accelerating the run-time of computer vision methods. This book covers different penalization methods on different parallel architectures such as multi-core CPUs and GPUs. It is also a valuable reference resource for researchers at all levels (e.g., undergraduate and postgraduate) who are seeking real-life examples of speeding up the computer vision methods’ run-time.

Parallel Computer Vision

Author : Leonard Uhr
Publisher : Elsevier
ISBN 13 : 0323156207
Total Pages : 319 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Parallel Computer Vision by : Leonard Uhr

Download or read book Parallel Computer Vision written by Leonard Uhr and published by Elsevier. This book was released on 2014-08-05 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel Computer Vision

Intermediate-level Image Processing

Author : M. J. B. Duff
Publisher :
ISBN 13 :
Total Pages : 336 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Intermediate-level Image Processing by : M. J. B. Duff

Download or read book Intermediate-level Image Processing written by M. J. B. Duff and published by . This book was released on 1986 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here are current and wide-ranging discussions of intermediate-level image processing. This volume identifies and fills the gap between low- and high-level image processing, and will be a vital reference for computer architects, computer scientists, and researchers in image processing.

Parallel Processing for Computer Vision and Display

Author : P. M. Dew
Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Parallel Processing for Computer Vision and Display by : P. M. Dew

Download or read book Parallel Processing for Computer Vision and Display written by P. M. Dew and published by Addison Wesley Publishing Company. This book was released on 1989 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Parallel Architectures and Parallel Algorithms for Integrated Vision Systems

Author : Alok N. Choudary
Publisher : Springer Science & Business Media
ISBN 13 : 1461315395
Total Pages : 170 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Parallel Architectures and Parallel Algorithms for Integrated Vision Systems by : Alok N. Choudary

Download or read book Parallel Architectures and Parallel Algorithms for Integrated Vision Systems written by Alok N. Choudary and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision is one of the most complex and computationally intensive problem. Like any other computationally intensive problems, parallel pro cessing has been suggested as an approach to solving the problems in com puter vision. Computer vision employs algorithms from a wide range of areas such as image and signal processing, advanced mathematics, graph theory, databases and artificial intelligence. Hence, not only are the comput ing requirements for solving vision problems tremendous but they also demand computers that are efficient to solve problems exhibiting vastly dif ferent characteristics. With recent advances in VLSI design technology, Single Instruction Multiple Data (SIMD) massively parallel computers have been proposed and built. However, such architectures have been shown to be useful for solving a very limited subset of the problems in vision. Specifically, algorithms from low level vision that involve computations closely mimicking the architec ture and require simple control and computations are suitable for massively parallel SIMD computers. An Integrated Vision System (IVS) involves com putations from low to high level vision to be executed in a systematic fashion and repeatedly. The interaction between computations and information dependent nature of the computations suggests that architectural require ments for computer vision systems can not be satisfied by massively parallel SIMD computers.

Parallel Processing for Artificial Intelligence

Author : Laveen N. Kanal
Publisher :
ISBN 13 :
Total Pages : 452 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Parallel Processing for Artificial Intelligence by : Laveen N. Kanal

Download or read book Parallel Processing for Artificial Intelligence written by Laveen N. Kanal and published by . This book was released on 1994 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel processing for AI problems is of great current interest because of its potential for alleviating the computational demands of AI procedures. The articles in this book consider parallel processing for problems in several areas of artificial intelligence: image processing, knowledge representation in semantic networks, production rules, mechanization of logic, constraint satisfaction, parsing of natural language, data filtering and data mining. The publication is divided into six sections. The first addresses parallel computing for processing and understanding images. The second discusses parallel processing for semantic networks, which are widely used means for representing knowledge - methods which enable efficient and flexible processing of semantic networks are expected to have high utility for building large-scale knowledge-based systems. The third section explores the automatic parallel execution of production systems, which are used extensively in building rule-based expert systems - systems containing large numbers of rules are slow to execute and can significantly benefit from automatic parallel execution. The exploitation of parallelism for the mechanization of logic is dealt with in the fourth section. While sequential control aspects pose problems for the parallelization of production systems, logic has a purely declarative interpretation which does not demand a particular evaluation strategy. In this area, therefore, very large search spaces provide significant potential for parallelism. In particular, this is true for automated theorem proving. The fifth section considers the problem of constraint satisfaction, which is a useful abstraction of a number of important problems in AI and other fields of computer science. It also discusses the technique of consistent labeling as a preprocessing step in the constraint satisfaction problem. Section VI consists of two articles, each on a different, important topic. The first discusses parallel formulation for the Tree Adjoining Grammar (TAG), which is a powerful formalism for describing natural languages. The second examines the suitability of a parallel programming paradigm called Linda, for solving problems in artificial intelligence. Each of the areas discussed in the book holds many open problems, but it is believed that parallel processing will form a key ingredient in achieving at least partial solutions. It is hoped that the contributions, sourced from experts around the world, will inspire readers to take on these challenging areas of inquiry.

Parallel Processing for Artificial Intelligence 3

Author : J. Geller
Publisher : Elsevier
ISBN 13 : 0080553826
Total Pages : 357 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Parallel Processing for Artificial Intelligence 3 by : J. Geller

Download or read book Parallel Processing for Artificial Intelligence 3 written by J. Geller and published by Elsevier. This book was released on 1997-02-10 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third in an informal series of books about parallel processing for Artificial Intelligence, this volume is based on the assumption that the computational demands of many AI tasks can be better served by parallel architectures than by the currently popular workstations. However, no assumption is made about the kind of parallelism to be used. Transputers, Connection Machines, farms of workstations, Cellular Neural Networks, Crays, and other hardware paradigms of parallelism are used by the authors of this collection.The papers arise from the areas of parallel knowledge representation, neural modeling, parallel non-monotonic reasoning, search and partitioning, constraint satisfaction, theorem proving, parallel decision trees, parallel programming languages and low-level computer vision. The final paper is an experience report about applications of massive parallelism which can be said to capture the spirit of a whole period of computing history.This volume provides the reader with a snapshot of the state of the art in Parallel Processing for Artificial Intelligence.

Parallel Algorithms for Machine Intelligence and Vision

Author : Vipin Kumar
Publisher : Springer Science & Business Media
ISBN 13 : 1461233909
Total Pages : 445 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Parallel Algorithms for Machine Intelligence and Vision by : Vipin Kumar

Download or read book Parallel Algorithms for Machine Intelligence and Vision written by Vipin Kumar and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent research results in the area of parallel algorithms for problem solving, search, natural language parsing, and computer vision, are brought together in this book. The research reported demonstrates that substantial parallelism can be exploited in various machine intelligence and vision problems. The chapter authors are prominent researchers actively involved in the study of parallel algorithms for machine intelligence and vision. Extensive experimental studies are presented that will help the reader in assessing the usefulness of an approach to a specific problem. Intended for students and researchers actively involved in parallel algorithms design and in machine intelligence and vision, this book will serve as a valuable reference work as well as an introduction to several research directions in these areas.

Real Time Low Level Parallel Image Processing for Active Vision Systems

Author :
Publisher : RT Parallel Image Processing
ISBN 13 :
Total Pages : 6 pages
Book Rating : 4./5 ( download)

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Book Synopsis Real Time Low Level Parallel Image Processing for Active Vision Systems by :

Download or read book Real Time Low Level Parallel Image Processing for Active Vision Systems written by and published by RT Parallel Image Processing. This book was released on with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human and Machine Vision II

Author : Azriel Rosenfeld
Publisher : Academic Press
ISBN 13 : 1483276287
Total Pages : 376 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Human and Machine Vision II by : Azriel Rosenfeld

Download or read book Human and Machine Vision II written by Azriel Rosenfeld and published by Academic Press. This book was released on 2014-05-10 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perspectives in Computing: Human and Machine Vision II compiles papers presented at the second Workshop on Human and Machine Vision held in Montreal, Canada on August 1-3, 1984. This book discusses the perception of transparency in man and machine, human image understanding, and connectionist models and parallelism in high level vision. The theory of the perceived spatial layout of scenes, generative systems of analyzers, and codon constraints on closed 2D shapes are also elaborated. This text likewise covers the environment- and viewer-centered perception of surface orientation, autonomous scene description with range imagery, and pre-attentive processing in vision. This publication is recommended for students and researchers interested in both fields of visual perception and computer vision.

Parallel Algorithms for Digital Image Processing, Computer Vision and Neural Networks

Author : Ioannis Pitas
Publisher :
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Parallel Algorithms for Digital Image Processing, Computer Vision and Neural Networks by : Ioannis Pitas

Download or read book Parallel Algorithms for Digital Image Processing, Computer Vision and Neural Networks written by Ioannis Pitas and published by . This book was released on 1993-04-09 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: World-renowned contributors present papers concerning algorithms used on the latest generation of parallel machines (MIMD). Details key applications running the gamut from medical imaging, visualization and remote sensing to HDTV, demonstrating the large computational complexity necessary to perform these tasks.

Real-Time Parallel Computing

Author : Morio Onoe
Publisher : Springer Science & Business Media
ISBN 13 : 146843893X
Total Pages : 403 pages
Book Rating : 4.4/5 (684 download)

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Book Synopsis Real-Time Parallel Computing by : Morio Onoe

Download or read book Real-Time Parallel Computing written by Morio Onoe and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Euro-Par'96 - Parallel Processing

Author : Luc Bougé
Publisher : Springer Science & Business Media
ISBN 13 : 9783540616276
Total Pages : 968 pages
Book Rating : 4.6/5 (162 download)

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Book Synopsis Euro-Par'96 - Parallel Processing by : Luc Bougé

Download or read book Euro-Par'96 - Parallel Processing written by Luc Bougé and published by Springer Science & Business Media. This book was released on 1996-08-14 with total page 968 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content Description #Includes bibliographical references and index.

Intermediate Level Computer Vision Processing Algorithm Development for the Content Addressable Array Parallel Processor

Author : Edward Riseman
Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Intermediate Level Computer Vision Processing Algorithm Development for the Content Addressable Array Parallel Processor by : Edward Riseman

Download or read book Intermediate Level Computer Vision Processing Algorithm Development for the Content Addressable Array Parallel Processor written by Edward Riseman and published by . This book was released on 1986 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: During this quarter we have finalized the low to intermediate level interfac hardward design for the IUA. We have also been examining various network topologies for communications within the intermediate level of the IUA. At the minimum we will support a mesh with an ouverlayed hypercube However, we are looking into a fully programable network topology that will allow us to experiment with different processor interconnection schemes. Keywords: Image understanding algorithm; Computer architecture; Hough transform; Convex hull; Voronoi diagram; 3-D models.

Scientific Parallel Computing

Author : L. Ridgway Scott
Publisher : Princeton University Press
ISBN 13 : 0691227659
Total Pages : 392 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Scientific Parallel Computing by : L. Ridgway Scott

Download or read book Scientific Parallel Computing written by L. Ridgway Scott and published by Princeton University Press. This book was released on 2021-03-09 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: What does Google's management of billions of Web pages have in common with analysis of a genome with billions of nucleotides? Both apply methods that coordinate many processors to accomplish a single task. From mining genomes to the World Wide Web, from modeling financial markets to global weather patterns, parallel computing enables computations that would otherwise be impractical if not impossible with sequential approaches alone. Its fundamental role as an enabler of simulations and data analysis continues an advance in a wide range of application areas. Scientific Parallel Computing is the first textbook to integrate all the fundamentals of parallel computing in a single volume while also providing a basis for a deeper understanding of the subject. Designed for graduate and advanced undergraduate courses in the sciences and in engineering, computer science, and mathematics, it focuses on the three key areas of algorithms, architecture, languages, and their crucial synthesis in performance. The book's computational examples, whose math prerequisites are not beyond the level of advanced calculus, derive from a breadth of topics in scientific and engineering simulation and data analysis. The programming exercises presented early in the book are designed to bring students up to speed quickly, while the book later develops projects challenging enough to guide students toward research questions in the field. The new paradigm of cluster computing is fully addressed. A supporting web site provides access to all the codes and software mentioned in the book, and offers topical information on popular parallel computing systems. Integrates all the fundamentals of parallel computing essential for today's high-performance requirements Ideal for graduate and advanced undergraduate students in the sciences and in engineering, computer science, and mathematics Extensive programming and theoretical exercises enable students to write parallel codes quickly More challenging projects later in the book introduce research questions New paradigm of cluster computing fully addressed Supporting web site provides access to all the codes and software mentioned in the book

Software for Parallel Computation

Author : Janusz S. Kowalik
Publisher : Springer Science & Business Media
ISBN 13 : 3642580491
Total Pages : 368 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Software for Parallel Computation by : Janusz S. Kowalik

Download or read book Software for Parallel Computation written by Janusz S. Kowalik and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains papers presented at the NATO sponsored Advanced Research Workshop on "Software for Parallel Computation" held at the University of Calabria, Cosenza, Italy, from June 22 to June 26, 1992. The purpose of the workshop was to evaluate the current state-of-the-art of the software for parallel computation, identify the main factors inhibiting practical applications of parallel computers and suggest possible remedies. In particular it focused on parallel software, programming tools, and practical experience of using parallel computers for solving demanding problems. Critical issues relative to the practical use of parallel computing included: portability, reusability and debugging, parallelization of sequential programs, construction of parallel algorithms, and performance of parallel programs and systems. In addition to NATO, the principal sponsor, the following organizations provided a generous support for the workshop: CERFACS, France, C.I.R.A., Italy, C.N.R., Italy, University of Calabria, Italy, ALENIA, Italy, The Boeing Company, U.S.A., CISE, Italy, ENEL - D.S.R., Italy, Alliant Computer Systems, Bull RN Sud, Italy, Convex Computer, Digital Equipment Corporation, Rewlett Packard, Meiko Scientific, U.K., PARSYTEC Computer, Germany, TELMAT Informatique, France, Thinking Machines Corporation.