Parallel Computer Vision
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Parallel Computer Vision
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Author : Leonard Uhr
language : en
Publisher: Elsevier
Release Date : 2014-08-05
Parallel Computer Vision written by Leonard Uhr and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-05 with Technology & Engineering categories.
Parallel Computer Vision
Recent Advances In Computer Vision Applications Using Parallel Processing
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Author : Khalid M. Hosny
language : en
Publisher: Springer Nature
Release Date : 2023-01-23
Recent Advances In Computer Vision Applications Using Parallel Processing written by Khalid M. Hosny and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-23 with Technology & Engineering categories.
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
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Author : David Vernon
language : en
Publisher: Prentice Hall
Release Date : 1992
Parallel Computer Vision written by David Vernon and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
Assessment And Focus An Approach To Parallel Computer Vision
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Author : University of Washington. Dept. of Computer Science
language : en
Publisher:
Release Date : 1988
Assessment And Focus An Approach To Parallel Computer Vision written by University of Washington. Dept. of Computer Science and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computer vision categories.
Multi Core Computer Vision And Image Processing For Intelligent Applications
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Author : S., Mohan
language : en
Publisher: IGI Global
Release Date : 2016-08-23
Multi Core Computer Vision And Image Processing For Intelligent Applications written by S., Mohan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-23 with Computers categories.
A multicore platform uses distributed or parallel computing in a single computer, and this can be used to assist image processing algorithms in reducing computational complexities. By implementing this novel approach, the performance of imaging, video, and vision algorithms would improve, leading the way for cost-effective devices like intelligent surveillance cameras. Multi-Core Computer Vision and Image Processing for Intelligent Applications is an essential publication outlining the future research opportunities and emerging technologies in the field of image processing, and the ways multi-core processing can further the field. This publication is ideal for policy makers, researchers, technology developers, and students of IT.
Parallel Algorithms For Digital Image Processing Computer Vision And Neural Networks
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Author : Ioannis Pitas
language : en
Publisher:
Release Date : 1993-04-09
Parallel Algorithms For Digital Image Processing Computer Vision And Neural Networks written by Ioannis Pitas and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-04-09 with Computers categories.
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.
Pyramidal Architectures For Computer Vision
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Author : Virginio Cantoni
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Pyramidal Architectures For Computer Vision written by Virginio Cantoni and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Computer vision deals with the problem of manipulating information contained in large quantities of sensory data, where raw data emerge from the transducing 6 7 sensors at rates between 10 to 10 pixels per second. Conventional general purpose computers are unable to achieve the computation rates required to op erate in real time or even in near real time, so massively parallel systems have been used since their conception in this important practical application area. The development of massively parallel computers was initially character ized by efforts to reach a speedup factor equal to the number of processing elements (linear scaling assumption). This behavior pattern can nearly be achieved only when there is a perfect match between the computational struc ture or data structure and the system architecture. The theory of hierarchical modular systems (HMSs) has shown that even a small number of hierarchical levels can sizably increase the effectiveness of very large systems. In fact, in the last decade several hierarchical architectures that support capabilities which can overcome performances gained with the assumption of linear scaling have been proposed. Of these architectures, the most commonly considered in com puter vision is the one based on a very large number of processing elements (PEs) embedded in a pyramidal structure. Pyramidal architectures supply the same image at different resolution lev els, thus ensuring the use of the most appropriate resolution for the operation, task, and image at hand.
Real Time Parallel Computing
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Author : Morio Onoe
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Real Time Parallel Computing written by Morio Onoe and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
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.
Human And Machine Vision Ii
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Author : Azriel Rosenfeld
language : en
Publisher: Boston [Mass.] : Academic Press
Release Date : 1986
Human And Machine Vision Ii written by Azriel Rosenfeld and has been published by Boston [Mass.] : Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with COMPUTERS categories.
Human and Machine Vision II.
Parallel Processing For Computer Vision And Display
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Author : P. M. Dew
language : en
Publisher: Addison Wesley Publishing Company
Release Date : 1989
Parallel Processing For Computer Vision And Display written by P. M. Dew and has been published by Addison Wesley Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Computers categories.