Applications Of Parallel Processing In Vision
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Applications Of Parallel Processing In Vision
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Author : J.R. Brannan
language : en
Publisher: Elsevier
Release Date : 1992-01-23
Applications Of Parallel Processing In Vision written by J.R. Brannan and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-01-23 with Psychology categories.
Considerable evidence exists that visual sensory information is analyzed simultaneously along two or more independent pathways. In the past two decades, researchers have extensively used the concept of parallel visual channels as a framework to direct their explorations of human vision. More recently, basic and clinical scientists have found such a dichotomy applicable to the way we organize our knowledge of visual development, higher order perception, and visual disorders, to name just a few. This volume attempts to provide a forum for gathering these different perspectives.
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.
Digital Image Processing
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Author : Zahid Hussain
language : en
Publisher: Prentice Hall
Release Date : 1991-01-01
Digital Image Processing written by Zahid Hussain and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-01-01 with Computer vision. categories.
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.
Space Time Memory
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Author :
language : en
Publisher:
Release Date : 1997
Space Time Memory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computer vision categories.
Parallel Architectures And Computer Vision
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Author : Ian Page
language : en
Publisher: Oxford University Press, USA
Release Date : 1988
Parallel Architectures And Computer Vision written by Ian Page and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computers categories.
The computer interpretation of visual images offers unlimited potential, with applications ranging from robotics and manufacturing to electronic sensors for aiding the blind. However, there is a huge gap between the promise of technology and what is actually possible now. In order to work effectively, computers will have to sense and analyze visual scenes in a fraction of a second, but currently it is not unusual to devote an hour of computer time to the analysis of a single image. Also, such images often have to be of highly stylized scenes to make any analysis possible. The only hope for the future lies in the use of massive parallel architectures, with perhaps thousands of processors cooperating on the task. Fortunately, the spectacular advances now being made in VLSI technology may allow such parallelism to be economically feasible. This book draws together the proceedings of a key workshop held in 1987. It presents the work of leading U.K. researchers in parallel architectures and computer vision from both industry and academia, providing a clear indication of the state of the art.
Parallel Processing 1980 To 2020
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Author : Robert Kuhn
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Parallel Processing 1980 To 2020 written by Robert Kuhn and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Technology & Engineering categories.
This historical survey of parallel processing from 1980 to 2020 is a follow-up to the authors’ 1981 Tutorial on Parallel Processing, which covered the state of the art in hardware, programming languages, and applications. Here, we cover the evolution of the field since 1980 in: parallel computers, ranging from the Cyber 205 to clusters now approaching an exaflop, to multicore microprocessors, and Graphic Processing Units (GPUs) in commodity personal devices; parallel programming notations such as OpenMP, MPI message passing, and CUDA streaming notation; and seven parallel applications, such as finite element analysis and computer vision. Some things that looked like they would be major trends in 1981, such as big Single Instruction Multiple Data arrays disappeared for some time but have been revived recently in deep neural network processors. There are now major trends that did not exist in 1980, such as GPUs, distributed memory machines, and parallel processing in nearly every commodity device. This book is intended for those that already have some knowledge of parallel processing today and want to learn about the history of the three areas. In parallel hardware, every major parallel architecture type from 1980 has scaled-up in performance and scaled-out into commodity microprocessors and GPUs, so that every personal and embedded device is a parallel processor. There has been a confluence of parallel architecture types into hybrid parallel systems. Much of the impetus for change has been Moore’s Law, but as clock speed increases have stopped and feature size decreases have slowed down, there has been increased demand on parallel processing to continue performance gains. In programming notations and compilers, we observe that the roots of today’s programming notations existed before 1980. And that, through a great deal of research, the most widely used programming notations today, although the result of much broadening of these roots, remain close to target system architectures allowing the programmer to almost explicitly use the target’s parallelism to the best of their ability. The parallel versions of applications directly or indirectly impact nearly everyone, computer expert or not, and parallelism has brought about major breakthroughs in numerous application areas. Seven parallel applications are studied in this book.
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.
Parallel Coordinates
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Author : Alfred Inselberg
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-08-15
Parallel Coordinates written by Alfred Inselberg 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 2009-08-15 with Mathematics categories.
This is one book that can genuinely be said to be straight from the horse’s mouth. Written by the originator of the technique, it examines parallel coordinates as the leading methodology for multidimensional visualization. Starting from geometric foundations, this is the first systematic and rigorous exposition of the methodology's mathematical and algorithmic components. It covers, among many others, the visualization of multidimensional lines, minimum distances, planes, hyperplanes, and clusters of "near" planes. The last chapter explains in a non-technical way the methodology's application to visual and automatic data mining. The principles of the latter, along with guidelines, strategies and algorithms are illustrated in detail on real high-dimensional datasets.
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.