Recent Advances In Computer Vision

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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 : 41,8 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.

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 : 40,8 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.

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 : 55,5 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.

Advances in Computer Vision

Kohei Arai,Supriya Kapoor
Advances in Computer Vision Book PDF

Author : Kohei Arai,Supriya Kapoor
Publisher : Springer
Page : 767 pages
File Size : 52,7 Mb
Release : 2019-04-23
Category : Technology & Engineering
ISBN : 9783030177980

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Advances in Computer Vision by Kohei Arai,Supriya Kapoor Pdf

This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 submissions from pioneering researchers, scientists, industrial engineers, and students all around the world. These submissions underwent a double-blind peer review process, after which 118 (including 7 poster papers) were selected for inclusion in these proceedings. The book’s goal is to reflect the intellectual breadth and depth of current research on computer vision, from classical to intelligent scope. Accordingly, its respective chapters address state-of-the-art intelligent methods and techniques for solving real-world problems, while also outlining future research directions. Topic areas covered include Machine Vision and Learning, Data Science, Image Processing, Deep Learning, and Computer Vision Applications.

Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies

Muhammad Sarfraz
Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies Book PDF

Author : Muhammad Sarfraz
Publisher : Engineering Science Reference
Page : 128 pages
File Size : 41,6 Mb
Release : 2020
Category : Computer vision
ISBN : 1799852040

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Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies by Muhammad Sarfraz Pdf

"This book discusses innovative developments in computational imaging for solving real-life issues and problems and addresses their execution in various disciplines"--

Computer Vision and Machine Learning with RGB-D Sensors

Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang
Computer Vision and Machine Learning with RGB D Sensors Book PDF

Author : Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang
Publisher : Springer
Page : 316 pages
File Size : 41,5 Mb
Release : 2014-07-14
Category : Computers
ISBN : 9783319086514

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Computer Vision and Machine Learning with RGB-D Sensors by Ling Shao,Jungong Han,Pushmeet Kohli,Zhengyou Zhang Pdf

This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and depth cameras, the reduction of noise on depth maps and methods for capturing human performance in 3D; reviews a selection of applications which use RGB-D information to reconstruct human figures, evaluate energy consumption and obtain accurate action classification; presents an approach for 3D object retrieval and for the reconstruction of gas flow from multiple Kinect cameras; describes an RGB-D computer vision system designed to assist the visually impaired and another for smart-environment sensing to assist elderly and disabled people; examines the effective features that characterize static hand poses and introduces a unified framework to enforce both temporal and spatial constraints for hand parsing; proposes a new classifier architecture for real-time hand pose recognition and a novel hand segmentation and gesture recognition system.

Computer Vision in Control Systems-2

Margarita N. Favorskaya,Lakhmi C. Jain
Computer Vision in Control Systems 2 Book PDF

Author : Margarita N. Favorskaya,Lakhmi C. Jain
Publisher : Springer
Page : 295 pages
File Size : 55,5 Mb
Release : 2014-10-30
Category : Technology & Engineering
ISBN : 9783319114309

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Computer Vision in Control Systems-2 by Margarita N. Favorskaya,Lakhmi C. Jain Pdf

The research book is focused on the recent advances in computer vision methodologies and innovations in practice. The Contributions include: · Human Action Recognition: Contour-Based and Silhouette-based Approaches. · The Application of Machine Learning Techniques to Real Time Audience Analysis System. · Panorama Construction from Multi-view Cameras in Outdoor Scenes. · A New Real-Time Method of Contextual Image Description and Its Application in Robot Navigation and Intelligent Control. · Perception of Audio Visual Information for Mobile Robot Motion Control Systems. · Adaptive Surveillance Algorithms Based on the Situation Analysis. · Enhanced, Synthetic and Combined Vision Technologies for Civil Aviation. · Navigation of Autonomous Underwater Vehicles Using Acoustic and Visual Data Processing. · Efficient Denoising Algorithms for Intelligent Recognition Systems. · Image Segmentation Based on Two-dimensional Markov Chains. The book is directed to the PhD students, professors, researchers and software developers working in the areas of digital video processing and computer vision technologies.

Advances in Computer Vision

Kohei Arai,Supriya Kapoor
Advances in Computer Vision Book PDF

Author : Kohei Arai,Supriya Kapoor
Publisher : Springer
Page : 821 pages
File Size : 48,9 Mb
Release : 2019-04-23
Category : Technology & Engineering
ISBN : 9783030177959

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Advances in Computer Vision by Kohei Arai,Supriya Kapoor Pdf

This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 submissions from pioneering researchers, scientists, industrial engineers, and students all around the world. These submissions underwent a double-blind peer review process, after which 120 (including 7 poster papers) were selected for inclusion in these proceedings. The book’s goal is to reflect the intellectual breadth and depth of current research on computer vision, from classical to intelligent scope. Accordingly, its respective chapters address state-of-the-art intelligent methods and techniques for solving real-world problems, while also outlining future research directions. Topic areas covered include Machine Vision and Learning, Data Science, Image Processing, Deep Learning, and Computer Vision Applications.

Advances in Embedded Computer Vision

Branislav Kisačanin,Margrit Gelautz
Advances in Embedded Computer Vision Book PDF

Author : Branislav Kisačanin,Margrit Gelautz
Publisher : Springer
Page : 287 pages
File Size : 43,6 Mb
Release : 2014-11-26
Category : Computers
ISBN : 9783319093871

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Advances in Embedded Computer Vision by Branislav Kisačanin,Margrit Gelautz Pdf

This illuminating collection offers a fresh look at the very latest advances in the field of embedded computer vision. Emerging areas covered by this comprehensive text/reference include the embedded realization of 3D vision technologies for a variety of applications, such as stereo cameras on mobile devices. Recent trends towards the development of small unmanned aerial vehicles (UAVs) with embedded image and video processing algorithms are also examined. Topics and features: discusses in detail three major success stories – the development of the optical mouse, vision for consumer robotics, and vision for automotive safety; reviews state-of-the-art research on embedded 3D vision, UAVs, automotive vision, mobile vision apps, and augmented reality; examines the potential of embedded computer vision in such cutting-edge areas as the Internet of Things, the mining of large data streams, and in computational sensing; describes historical successes, current implementations, and future challenges.

Challenges and Applications for Implementing Machine Learning in Computer Vision

Kashyap, Ramgopal,Kumar, A.V. Senthil
Challenges and Applications for Implementing Machine Learning in Computer Vision Book PDF

Author : Kashyap, Ramgopal,Kumar, A.V. Senthil
Publisher : IGI Global
Page : 293 pages
File Size : 51,8 Mb
Release : 2019-10-04
Category : Computers
ISBN : 9781799801849

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Challenges and Applications for Implementing Machine Learning in Computer Vision by Kashyap, Ramgopal,Kumar, A.V. Senthil Pdf

Machine learning allows for non-conventional and productive answers for issues within various fields, including problems related to visually perceptive computers. Applying these strategies and algorithms to the area of computer vision allows for higher achievement in tasks such as spatial recognition, big data collection, and image processing. There is a need for research that seeks to understand the development and efficiency of current methods that enable machines to see. Challenges and Applications for Implementing Machine Learning in Computer Vision is a collection of innovative research that combines theory and practice on adopting the latest deep learning advancements for machines capable of visual processing. Highlighting a wide range of topics such as video segmentation, object recognition, and 3D modelling, this publication is ideally designed for computer scientists, medical professionals, computer engineers, information technology practitioners, industry experts, scholars, researchers, and students seeking current research on the utilization of evolving computer vision techniques.

Research Developments in Computer Vision and Image Processing: Methodologies and Applications

Srivastava, Rajeev
Research Developments in Computer Vision and Image Processing Methodologies and Applications Book PDF

Author : Srivastava, Rajeev
Publisher : IGI Global
Page : 451 pages
File Size : 51,7 Mb
Release : 2013-09-30
Category : Computers
ISBN : 9781466645592

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Research Developments in Computer Vision and Image Processing: Methodologies and Applications by Srivastava, Rajeev Pdf

Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: Methodologies and Applications brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Recent Advances in Computing Sciences

Sophiya Sheikh,Manmohan Sharma,Amar Singh
Recent Advances in Computing Sciences Book PDF

Author : Sophiya Sheikh,Manmohan Sharma,Amar Singh
Publisher : CRC Press
Page : 345 pages
File Size : 51,7 Mb
Release : 2023-12-21
Category : Computers
ISBN : 9781003849698

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Recent Advances in Computing Sciences by Sophiya Sheikh,Manmohan Sharma,Amar Singh Pdf

The 1st International Conference on Recent Advances in Computing Sciences (RACS-2022) organized by the School of Computer Application, Lovely Professional University, Jalandhar, Punjab from 4th to 5th November, 2022. The conference focuses on discussing issues, exchanging ideas, and the most recent innovations towards the advancement of research in the field of Computing Sciences and Technology. All technical sessions were predominantly related to Data Science, Artificial Intelligence, Remote Sensing, Image Processing, Computer Vision, Data Forensics, Cyber Security, Computational Sciences, Simulation & Modelling, Business Analytics, and Machine Learning. The main objective of this conference is to provide a common platform for academia and industry to discuss various technological challenges and share cognitive thoughts. It provided a thought-provoking platform to discuss and disseminate novel solutions for real-world problems in a dynamic and changing technological environment. The main success of RACS-2022 is to give an opportunity for the participants to enhance their knowledge of recent computing technologies.

High Performance Vision Intelligence

Aparajita Nanda,Nisha Chaurasia
High Performance Vision Intelligence Book PDF

Author : Aparajita Nanda,Nisha Chaurasia
Publisher : Springer Nature
Page : 264 pages
File Size : 55,5 Mb
Release : 2020-09-26
Category : Technology & Engineering
ISBN : 9789811568442

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High Performance Vision Intelligence by Aparajita Nanda,Nisha Chaurasia Pdf

This book focuses on the challenges and the recent findings in vision intelligence incorporating high performance computing applications. The contents provide in-depth discussions on a range of emerging multidisciplinary topics like computer vision, image processing, artificial intelligence, machine learning, cloud computing, IoT, and big data. The book also includes illustrations of algorithms, architecture, applications, software systems, and data analytics within the scope of the discussed topics. This book will help students, researchers, and technology professionals discover latest trends in the fields of computer vision and artificial intelligence.

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 : 55,9 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.

Advanced Topics in Computer Vision

Giovanni Maria Farinella,Sebastiano Battiato,Roberto Cipolla
Advanced Topics in Computer Vision Book PDF

Author : Giovanni Maria Farinella,Sebastiano Battiato,Roberto Cipolla
Publisher : Springer Science & Business Media
Page : 433 pages
File Size : 43,5 Mb
Release : 2013-09-24
Category : Computers
ISBN : 9781447155201

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Advanced Topics in Computer Vision by Giovanni Maria Farinella,Sebastiano Battiato,Roberto Cipolla Pdf

This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. The text provides an overview of challenging areas and descriptions of novel algorithms. Features: investigates visual features, trajectory features, and stereo matching; reviews the main challenges of semi-supervised object recognition, and a novel method for human action categorization; presents a framework for the visual localization of MAVs, and for the use of moment constraints in convex shape optimization; examines solutions to the co-recognition problem, and distance-based classifiers for large-scale image classification; describes how the four-color theorem can be used for solving MRF problems; introduces a Bayesian generative model for understanding indoor environments, and a boosting approach for generalizing the k-NN rule; discusses the issue of scene-specific object detection, and an approach for making temporal super resolution video.