Recent Advances In Computer Vision Applications Using Parallel Processing

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Recent Advances in Computer Vision Applications Using Parallel Processing

Khalid M. Hosny,Ahmad Salah
Recent Advances in Computer Vision Applications Using Parallel Processing Book PDF

Author : Khalid M. Hosny,Ahmad Salah
Publisher : Springer Nature
Page : 126 pages
File Size : 48,5 Mb
Release : 2023-01-23
Category : Technology & Engineering
ISBN : 9783031187353

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Recent Advances in Computer Vision Applications Using Parallel Processing by Khalid M. Hosny,Ahmad Salah Pdf

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 Computer Vision

Mahmoud Hassaballah,Khalid M. Hosny
Recent Advances in Computer Vision Book PDF

Author : Mahmoud Hassaballah,Khalid M. Hosny
Publisher : Springer
Page : 425 pages
File Size : 44,6 Mb
Release : 2018-12-14
Category : Technology & Engineering
ISBN : 9783030030001

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Recent Advances in Computer Vision by Mahmoud Hassaballah,Khalid M. Hosny Pdf

This book presents a collection of high-quality research by leading experts in computer vision and its applications. Each of the 16 chapters can be read independently and discusses the principles of a specific topic, reviews up-to-date techniques, presents outcomes, and highlights the challenges and future directions. As such the book explores the latest trends in fashion creative processes, facial features detection, visual odometry, transfer learning, face recognition, feature description, plankton and scene classification, video face alignment, video searching, and object segmentation. It is intended for postgraduate students, researchers, scholars and developers who are interested in computer vision and connected research disciplines, and is also suitable for senior undergraduate students who are taking advanced courses in related topics. However, it is also provides a valuable reference resource for practitioners from industry who want to keep abreast of recent developments in this dynamic, exciting and profitable research field.

Parallel Architectures and Parallel Algorithms for Integrated Vision Systems

Alok N. Choudary,J.H. Patel
Parallel Architectures and Parallel Algorithms for Integrated Vision Systems Book PDF

Author : Alok N. Choudary,J.H. Patel
Publisher : Springer Science & Business Media
Page : 170 pages
File Size : 43,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461315391

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Parallel Architectures and Parallel Algorithms for Integrated Vision Systems by Alok N. Choudary,J.H. Patel Pdf

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.

Advancements in Computer Vision and Image Processing

Garcia-Rodriguez, Jose
Advancements in Computer Vision and Image Processing Book PDF

Author : Garcia-Rodriguez, Jose
Publisher : IGI Global
Page : 322 pages
File Size : 46,7 Mb
Release : 2018-04-06
Category : Computers
ISBN : 9781522556299

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Advancements in Computer Vision and Image Processing by Garcia-Rodriguez, Jose Pdf

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.

Autonomous Driving Perception

Rui Fan,Sicen Guo,Mohammud Junaid Bocus
Autonomous Driving Perception Book PDF

Author : Rui Fan,Sicen Guo,Mohammud Junaid Bocus
Publisher : Springer Nature
Page : 391 pages
File Size : 53,5 Mb
Release : 2023-10-06
Category : Technology & Engineering
ISBN : 9789819942879

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Autonomous Driving Perception by Rui Fan,Sicen Guo,Mohammud Junaid Bocus Pdf

Discover the captivating world of computer vision and deep learning for autonomous driving with our comprehensive and in-depth guide. Immerse yourself in an in-depth exploration of cutting-edge topics, carefully crafted to engage tertiary students and ignite the curiosity of researchers and professionals in the field. From fundamental principles to practical applications, this comprehensive guide offers a gentle introduction, expert evaluations of state-of-the-art methods, and inspiring research directions. With a broad range of topics covered, it is also an invaluable resource for university programs offering computer vision and deep learning courses. This book provides clear and simplified algorithm descriptions, making it easy for beginners to understand the complex concepts. We also include carefully selected problems and examples to help reinforce your learning. Don't miss out on this essential guide to computer vision and deep learning for autonomous driving.

Building Computer Vision Applications Using Artificial Neural Networks

Shamshad Ansari
Building Computer Vision Applications Using Artificial Neural Networks Book PDF

Author : Shamshad Ansari
Publisher : Apress
Page : 0 pages
File Size : 48,6 Mb
Release : 2023-12-30
Category : Computers
ISBN : 1484298659

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Building Computer Vision Applications Using Artificial Neural Networks by Shamshad Ansari Pdf

Computer vision is constantly evolving, and this book has been updated to reflect new topics that have emerged in the field since the first edition’s publication. All code used in the book has also been fully updated. This second edition features new material covering image manipulation practices, image segmentation, feature extraction, and object identification using real-life scenarios to help reinforce each concept. These topics are essential for building advanced computer vision applications, and you’ll gain a thorough understanding of them. The book’s source code has been updated from TensorFlow 1.x to 2.x, and includes step-by-step examples using both OpenCV and TensorFlow with Python. Upon completing this book, you’ll have the knowledge and skills to build your own computer vision applications using neural networks What You Will Learn Understand image processing, manipulation techniques, and feature extraction methods Work with convolutional neural networks (CNN), single-shot detector (SSD), and YOLO Utilize large scale model development and cloud infrastructure deployment Gain an overview of FaceNet neural network architecture and develop a facial recognition system Who This Book Is For Those who possess a solid understanding of Python programming and wish to gain an understanding of computer vision and machine learning. It will prove beneficial to data scientists, deep learning experts, and students.

Computer Vision in Control Systems-4

Margarita N. Favorskaya,Lakhmi C. Jain
Computer Vision in Control Systems 4 Book PDF

Author : Margarita N. Favorskaya,Lakhmi C. Jain
Publisher : Springer
Page : 317 pages
File Size : 45,7 Mb
Release : 2017-10-25
Category : Technology & Engineering
ISBN : 9783319679945

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Computer Vision in Control Systems-4 by Margarita N. Favorskaya,Lakhmi C. Jain Pdf

The research book is a continuation of the authors’ previous works, which are focused on recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms. The book gathers selected contributions addressing a number of real-life applications including the identification of handwritten texts, watermarking techniques, simultaneous localization and mapping for mobile robots, motion control systems for mobile robots, analysis of indoor human activity, facial image quality assessment, android device controlling, processing medical images, clinical decision-making and foot progression angle detection. Given the tremendous interest among researchers in the development and applications of computer vision paradigms in the field of business, engineering, medicine, security and aviation, the book offers a timely guide for all PhD students, professors, researchers and software developers working in the areas of digital video processing and computer vision technologies.

Advances in Computing, Communication and Control

Srija Unnikrishnan,Sunil Surve,Deepak Bhoir
Advances in Computing Communication and Control Book PDF

Author : Srija Unnikrishnan,Sunil Surve,Deepak Bhoir
Publisher : Springer
Page : 538 pages
File Size : 42,5 Mb
Release : 2011-01-21
Category : Computers
ISBN : 9783642184406

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Advances in Computing, Communication and Control by Srija Unnikrishnan,Sunil Surve,Deepak Bhoir Pdf

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.

Recent Advances in Parallel Virtual Machine and Message Passing Interface

Yiannis Cotronis,Jack Dongarra
Recent Advances in Parallel Virtual Machine and Message Passing Interface Book PDF

Author : Yiannis Cotronis,Jack Dongarra
Publisher : Springer
Page : 444 pages
File Size : 53,7 Mb
Release : 2003-06-30
Category : Computers
ISBN : 9783540454175

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Recent Advances in Parallel Virtual Machine and Message Passing Interface by Yiannis Cotronis,Jack Dongarra Pdf

Parallel Virtual Machine (PVM) and Message Passing Interface (MPI) are the most frequently used tools for programming according to the message passing paradigm, which is considered one of the best ways to develop parallel appli- tions. This volume comprises 50 revised contributions presented at the Eighth - ropean PVM/MPI Users’ Group Meeting, which was held on Santorini (Thera), Greece,23–26September2001.TheconferencewasorganizedbytheDepartment of Informatics and Telecommunications, University of Athens, Greece. This conference has been previously held in Balatofured, ̈ Hungary (2000), Barcelona, Spain (1999), Liverpool, UK (1998), and Krakow, Poland (1997). The ?rst three conferences were devoted to PVM and were held at the TU Munich, Germany (1996), the ENS Lyon, France (1995), and the University of Rome (1994). This conference has become a forum for users and developers of PVM, MPI, and other message passing environments. Interaction between these groups has proved to be very useful for developing new ideas in parallel computing and for applying some of those already existent to new practical ?elds. The main topics of the meeting were evaluation and performance of PVM and MPI, extensions and improvements to PVM and MPI, algorithms using the message passing paradigm,andapplicationsinscienceandengineeringbasedonmessagepassing. The conference included one tutorial on MPI and 9 invited talks on advances in MPI, cluster computing, network computing, Grid computing, and parallel programming and programming systems. These proceedings contain papers on the 46 oral presentations together with 4 poster presentations.

Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

Jianhua Yao,Ben Glocker,Tobias Klinder,Shuo Li
Recent Advances in Computational Methods and Clinical Applications for Spine Imaging Book PDF

Author : Jianhua Yao,Ben Glocker,Tobias Klinder,Shuo Li
Publisher : Springer
Page : 259 pages
File Size : 55,8 Mb
Release : 2015-02-09
Category : Technology & Engineering
ISBN : 9783319141480

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Recent Advances in Computational Methods and Clinical Applications for Spine Imaging by Jianhua Yao,Ben Glocker,Tobias Klinder,Shuo Li Pdf

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.

Deep Learning for Image Processing Applications

D.J. Hemanth,V. Vieira Estrela
Deep Learning for Image Processing Applications Book PDF

Author : D.J. Hemanth,V. Vieira Estrela
Publisher : IOS Press
Page : 284 pages
File Size : 53,9 Mb
Release : 2017-12
Category : Computers
ISBN : 9781614998228

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Deep Learning for Image Processing Applications by D.J. Hemanth,V. Vieira Estrela Pdf

Deep learning and image processing are two areas of great interest to academics and industry professionals alike. The areas of application of these two disciplines range widely, encompassing fields such as medicine, robotics, and security and surveillance. The aim of this book, ‘Deep Learning for Image Processing Applications’, is to offer concepts from these two areas in the same platform, and the book brings together the shared ideas of professionals from academia and research about problems and solutions relating to the multifaceted aspects of the two disciplines. The first chapter provides an introduction to deep learning, and serves as the basis for much of what follows in the subsequent chapters, which cover subjects including: the application of deep neural networks for image classification; hand gesture recognition in robotics; deep learning techniques for image retrieval; disease detection using deep learning techniques; and the comparative analysis of deep data and big data. The book will be of interest to all those whose work involves the use of deep learning and image processing techniques.

Recent Advances on Memetic Algorithms and its Applications in Image Processing

D. Jude Hemanth,B. Vinoth Kumar,G. R. Karpagam Manavalan
Recent Advances on Memetic Algorithms and its Applications in Image Processing Book PDF

Author : D. Jude Hemanth,B. Vinoth Kumar,G. R. Karpagam Manavalan
Publisher : Springer Nature
Page : 209 pages
File Size : 48,7 Mb
Release : 2019-12-07
Category : Technology & Engineering
ISBN : 9789811513626

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Recent Advances on Memetic Algorithms and its Applications in Image Processing by D. Jude Hemanth,B. Vinoth Kumar,G. R. Karpagam Manavalan Pdf

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 Machine Vision

Jorge L.C. Sanz
Advances in Machine Vision Book PDF

Author : Jorge L.C. Sanz
Publisher : Springer Science & Business Media
Page : 432 pages
File Size : 54,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461245322

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Advances in Machine Vision by Jorge L.C. Sanz Pdf

Machine Vision technology is becoming an indispensible part of the manufacturing industry. Biomedical and scientific applications of machine vision and imaging are becoming more and more sophisticated, and new applications continue to emerge. This book gives an overview of ongoing research in machine vision and presents the key issues of scientific and practical interest. A selected board of experts from the US, Japan and Europe provides an insight into some of the latest work done on machine vision systems and appliccations.

Recent Advances in Parallel Virtual Machine and Message Passing Interface

Marian Bubak,Jack Dongarra,Jerzy Wasniewski
Recent Advances in Parallel Virtual Machine and Message Passing Interface Book PDF

Author : Marian Bubak,Jack Dongarra,Jerzy Wasniewski
Publisher : Springer Science & Business Media
Page : 540 pages
File Size : 54,7 Mb
Release : 1997-10-15
Category : Computers
ISBN : 3540636978

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Recent Advances in Parallel Virtual Machine and Message Passing Interface by Marian Bubak,Jack Dongarra,Jerzy Wasniewski Pdf

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.

Advances in Artificial Intelligence and Applied Cognitive Computing

Hamid R. Arabnia,Ken Ferens,David de la Fuente,Elena B. Kozerenko,José Angel Olivas Varela,Fernando G. Tinetti
Advances in Artificial Intelligence and Applied Cognitive Computing Book PDF

Author : Hamid R. Arabnia,Ken Ferens,David de la Fuente,Elena B. Kozerenko,José Angel Olivas Varela,Fernando G. Tinetti
Publisher : Springer Nature
Page : 1152 pages
File Size : 51,9 Mb
Release : 2021-10-14
Category : Technology & Engineering
ISBN : 9783030702960

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Advances in Artificial Intelligence and Applied Cognitive Computing by Hamid R. Arabnia,Ken Ferens,David de la Fuente,Elena B. Kozerenko,José Angel Olivas Varela,Fernando G. Tinetti Pdf

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).