Recent Advances in Computer Vision Applications Using Parallel Processing

2023-01-23
 |  Technology & Engineering
Recent Advances in Computer Vision Applications Using Parallel Processing

Author: Khalid M. Hosny

Publisher: Springer Nature

ISBN: 9783031187353

Category: Technology & Engineering

Page: 126

View: 865

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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.

Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

2015-02-09
 |  Technology & Engineering
Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

Author: Jianhua Yao

Publisher: Springer

ISBN: 9783319141480

Category: Technology & Engineering

Page: 259

View: 522

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This book contains the full papers presented at the MICCAI 2014 workshop on Computational Methods and Clinical Applications for Spine Imaging. The workshop brought together scientists and clinicians in the field of computational spine imaging. The chapters included in this book present and discuss the new advances and challenges in these fields, using several methods and techniques in order to address more efficiently different and timely applications involving signal and image acquisition, image processing and analysis, image segmentation, image registration and fusion, computer simulation, image based modeling, simulation and surgical planning, image guided robot assisted surgical and image based diagnosis. The book also includes papers and reports from the first challenge on vertebra segmentation held at the workshop.

Advances in Computing, Communication and Control

2011-01-21
 |  Computers
Advances in Computing, Communication and Control

Author: Srija Unnikrishnan

Publisher: Springer

ISBN: 9783642184406

Category: Computers

Page: 538

View: 210

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This book constitutes the refereed proceedings of the International Conference on Advances in Computing Communications and Control, ICAC3 2011, held in Mumbai, India, in January 2011. The 84 revised full papers presented were carefully reviewed and selected from 309 submissions. The papers address issues such as AI, artificial neural networks, computer graphics, data warehousing and mining, distributed computing, geo information and statistical computing, learning algorithms, system security, virtual reality, cloud computing, service oriented architecture, semantic web, coding techniques, modeling and simulation of communication systems, network architecture, network protocols, optical fiber/microwave communication, satellite communication, speech/image processing, wired and wireless communication, cooperative control, and nonlinear control, process control and instrumentation, industrial automation, controls in aerospace, robotics, and power systems.

Advancements in Computer Vision and Image Processing

2018-04-06
 |  Computers
Advancements in Computer Vision and Image Processing

Author: Garcia-Rodriguez, Jose

Publisher: IGI Global

ISBN: 9781522556299

Category: Computers

Page: 322

View: 342

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Interest in computer vision and image processing has grown in recent years with the advancement of everyday technologies such as smartphones, computer games, and social robotics. These advancements have allowed for advanced algorithms that have improved the processing capabilities of these technologies. Advancements in Computer Vision and Image Processing is a critical scholarly resource that explores the impact of new technologies on computer vision and image processing methods in everyday life. Featuring coverage on a wide range of topics including 3D visual localization, cellular automata-based structures, and eye and face recognition, this book is geared toward academicians, technology professionals, engineers, students, and researchers seeking current research on the development of sophisticated algorithms to process images and videos in real time.

Recent Advances in Parallel Virtual Machine and Message Passing Interface

1997-10-15
 |  Computers
Recent Advances in Parallel Virtual Machine and Message Passing Interface

Author: Marian Bubak

Publisher: Springer Science & Business Media

ISBN: 3540636978

Category: Computers

Page: 540

View: 849

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This book constitutes the refereed proceedings of the 4th European Parallel Virtual Machine and Message Passing Interface Users' Group Meeting, PVM/MPI '97, held in Cracow, Poland in November 1997. Parallel Virtual Machine and Message Passing Interface are the most popular tools for programming in accordance with the message passing paradigm which, at present, is considered to be the best way to develop effective parallel programs. The book presents 63 carefully selected papers covering the whole range of PVM/MPI issues. The papers are organized in sections on evaluation and performance, extensions and improvements, implementation, tools, algorithms, and applications in science and engineering.

Recent Advances in Parallel Virtual Machine and Message Passing Interface

2003-08-02
 |  Computers
Recent Advances in Parallel Virtual Machine and Message Passing Interface

Author: Dieter Kranzlmüller

Publisher: Springer

ISBN: 9783540458258

Category: Computers

Page: 472

View: 212

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This book constitutes the refereed proceedings of the 9th European PVM/MPI Users'Group Meeting held in Linz, Austria in September/October 2002. The 50 revised full papers presented together with abstracts of 11 invited contributions were carefully reviewed and selected. The papers are organized in topical sections on Corss Grid, Par Sim, application using MPI and PVM, parallel algorithms using message passing, programming tools for MPI and PVM, implementations of MPI and PVM, extensions of MPI and PVM, and performance analysis and optimization.

Recent Advances on Memetic Algorithms and its Applications in Image Processing

2019-12-07
 |  Technology & Engineering
Recent Advances on Memetic Algorithms and its Applications in Image Processing

Author: D. Jude Hemanth

Publisher: Springer Nature

ISBN: 9789811513626

Category: Technology & Engineering

Page: 199

View: 900

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This book includes original research findings in the field of memetic algorithms for image processing applications. It gathers contributions on theory, case studies, and design methods pertaining to memetic algorithms for image processing applications ranging from defence, medical image processing, and surveillance, to computer vision, robotics, etc. The content presented here provides new directions for future research from both theoretical and practical viewpoints, and will spur further advances in the field.

Advances in Artificial Intelligence and Applied Cognitive Computing

2021-10-14
 |  Technology & Engineering
Advances in Artificial Intelligence and Applied Cognitive Computing

Author: Hamid R. Arabnia

Publisher: Springer Nature

ISBN: 9783030702960

Category: Technology & Engineering

Page: 1152

View: 969

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The book presents the proceedings of two conferences: The 22nd International Conference on Artificial Intelligence (ICAI’20) and The 4th International Conference on Applied Cognitive Computing (ACC’20). The conferences took place in Las Vegas, NV, USA, July 27-30, 2020, and are part of the larger 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20), which features 20 major tracks. Topics include: deep learning; neural networks; brain models; cognitive science; natural language processing; fuzzy logic and soft computing (ICAI) and novel computationally intelligent algorithms; bio inspired cognitive algorithms; modeling human brain processing systems (ACC); and more. Authors include academics, researchers, and professionals. Presents the proceedings of two conferences as part of the 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20); Includes the tracks: artificial intelligence and applied cognitive computing; Features papers from the 22nd International Conference on AI (ICAI’20) and the 4th International Conference on Applied Cognitive Computing (ACC’20).

Deep Learning in Computer Vision

2020-03-23
 |  Computers
Deep Learning in Computer Vision

Author: Mahmoud Hassaballah

Publisher: CRC Press

ISBN: 9781351003810

Category: Computers

Page: 322

View: 518

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Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community. The book covers a broad scope of topics in deep learning concepts and applications such as accelerating the convolutional neural network inference on field-programmable gate arrays, fire detection in surveillance applications, face recognition, action and activity recognition, semantic segmentation for autonomous driving, aerial imagery registration, robot vision, tumor detection, and skin lesion segmentation as well as skin melanoma classification. The content of this book has been organized such that each chapter can be read independently from the others. The book is a valuable companion for researchers, for postgraduate and possibly senior undergraduate students who are taking an advanced course in related topics, and for those who are interested in deep learning with applications in computer vision, image processing, and pattern recognition.

Computer Vision, Imaging and Computer Graphics Theory and Applications

2022-01-22
 |  Computers
Computer Vision, Imaging and Computer Graphics Theory and Applications

Author: Kadi Bouatouch

Publisher: Springer Nature

ISBN: 9783030948931

Category: Computers

Page: 563

View: 208

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This book constitutes thoroughly revised and selected papers from the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, held in Valletta, Malta, in February 2020. The 25 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 455 submissions. The papers contribute to the understanding of relevant trends of current research on computer graphics; human computer interaction; information visualization; computer vision.

Handbook of Research on Machine Learning Innovations and Trends

2017-04-03
 |  Computers
Handbook of Research on Machine Learning Innovations and Trends

Author: Hassanien, Aboul Ella

Publisher: IGI Global

ISBN: 9781522522300

Category: Computers

Page: 1093

View: 205

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Continuous improvements in technological applications have allowed more opportunities to develop automated systems. This not only leads to higher success in smart data analysis, but it increases the overall probability of technological progression. The Handbook of Research on Machine Learning Innovations and Trends is a key resource on the latest advances and research regarding the vast range of advanced systems and applications involved in machine intelligence. Highlighting multidisciplinary studies on decision theory, intelligent search, and multi-agent systems, this publication is an ideal reference source for professionals and researchers working in the field of machine learning and its applications.

Network-Based Parallel Computing. Communication, Architecture, and Applications

1998-01-21
 |  Computers
Network-Based Parallel Computing. Communication, Architecture, and Applications

Author: Dhabaleswar K. Panda

Publisher: Springer Science & Business Media

ISBN: 3540641408

Category: Computers

Page: 264

View: 993

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This book constitutes the strictly refereed proceedings of the Second International Workshop on Communication and Architectural Support for Network-Based Parallel Computing, CANPC'98, held in Las Vegas, Nevada, USA, in January/February 1998. The 18 revised full papers presented were selected from 38 submissions on the basis of four to five reviews per paper. The volume comprises a representative compilation of state-of-the-art solutions for network-based parallel computing. Several new interconnection technologies, new software schemes and standards are studied and developed to provide low-latency and high-bandwidth interconnections for network-based parallel computing.