Computer Stereo Vision
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Computer Stereo Vision
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Author : Fouad Sabry
language : en
Publisher: One Billion Knowledgeable
Release Date : 2024-04-28
Computer Stereo Vision written by Fouad Sabry and has been published by One Billion Knowledgeable this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-28 with Computers categories.
What is Computer Stereo Vision Computer stereo vision is the extraction of 3D information from digital images, such as those obtained by a CCD camera. By comparing information about a scene from two vantage points, 3D information can be extracted by examining the relative positions of objects in the two panels. This is similar to the biological process of stereopsis. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Computer stereo vision Chapter 2: 3D reconstruction Chapter 3: Active contour model Chapter 4: Harris affine region detector Chapter 5: Foreground detection Chapter 6: Matrix Chernoff bound Chapter 7: Similarity Chapter 8: Structural similarity Chapter 9: Variance function Chapter 10: Fréchet inception distance (II) Answering the public top questions about computer stereo vision. (III) Real world examples for the usage of computer stereo vision in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Computer Stereo Vision.
View Synthesis Using Stereo Vision
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Author : Daniel Scharstein
language : en
Publisher: Springer
Release Date : 2003-06-29
View Synthesis Using Stereo Vision written by Daniel Scharstein and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-29 with Computers categories.
Image-based rendering, as an area of overlap between computer graphics and computer vision, uses computer vision techniques to aid in sythesizing new views of scenes. Image-based rendering methods are having a substantial impact on the field of computer graphics, and also play an important role in the related field of multimedia systems, for applications such as teleconferencing, remote instruction and surgery, virtual reality and entertainment. The book develops a novel way of formalizing the view synthesis problem under the full perspective model, yielding a clean, linear warping equation. It shows new techniques for dealing with visibility issues such as partial occlusion and "holes". Furthermore, the author thoroughly re-evaluates the requirements that view synthesis places on stereo algorithms and introduces two novel stereo algorithms specifically tailored to the application of view synthesis.
Computer Stereo Vision
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Author : Fouad Sabry
language : de
Publisher: One Billion Knowledgeable
Release Date : 2024-04-28
Computer Stereo Vision written by Fouad Sabry and has been published by One Billion Knowledgeable this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-28 with Computers categories.
Was ist Computer Stereo Vision? Computer-Stereovision ist die Extraktion von 3D-Informationen aus digitalen Bildern, wie sie beispielsweise von einer CCD-Kamera aufgenommen werden. Durch den Vergleich von Informationen über eine Szene aus zwei Blickwinkeln können 3D-Informationen extrahiert werden, indem die relativen Positionen von Objekten in den beiden Panels untersucht werden. Dies ähnelt dem biologischen Prozess der Stereopsis. Wie Sie davon profitieren (I) Einblicke und Validierungen zu den folgenden Themen: Kapitel 1: Computer-Stereovision Kapitel 2: 3D-Rekonstruktion Kapitel 3: Aktives Konturmodell Kapitel 4: Harris-Detektor für affine Regionen Kapitel 5: Vordergrunderkennung Kapitel 6: Matrix Chernoff gebunden Kapitel 7: Ähnlichkeit Kapitel 8: Strukturelle Ähnlichkeit Kapitel 9: Varianzfunktion Kapitel 10: Fréchet-Anfangsentfernung (II) Beantwortung der häufigsten öffentlichen Fragen zum Thema Computer-Stereovision. (III) Beispiele aus der Praxis für den Einsatz von Computer-Stereovision in vielen Bereichen. Für wen dieses Buch gedacht ist Profis, Studenten und Doktoranden, Enthusiasten, Hobbyisten und diejenigen, die über grundlegende Kenntnisse oder Informationen für jede Art von Computer-Stereo-Vision hinausgehen möchten.
View Synthesis Using Stereo Vision
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Author : Daniel Scharstein
language : en
Publisher: Springer
Release Date : 1999-06-09
View Synthesis Using Stereo Vision written by Daniel Scharstein and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-06-09 with Computers categories.
Image-based rendering, as an area of overlap between computer graphics and computer vision, uses computer vision techniques to aid in sythesizing new views of scenes. Image-based rendering methods are having a substantial impact on the field of computer graphics, and also play an important role in the related field of multimedia systems, for applications such as teleconferencing, remote instruction and surgery, virtual reality and entertainment. The book develops a novel way of formalizing the view synthesis problem under the full perspective model, yielding a clean, linear warping equation. It shows new techniques for dealing with visibility issues such as partial occlusion and "holes". Furthermore, the author thoroughly re-evaluates the requirements that view synthesis places on stereo algorithms and introduces two novel stereo algorithms specifically tailored to the application of view synthesis.
Object Detection By Stereo Vision Images
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Author : R. Arokia Priya
language : en
Publisher: John Wiley & Sons
Release Date : 2022-08-25
Object Detection By Stereo Vision Images written by R. Arokia Priya and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-25 with Computers categories.
OBJECT DETECTION BY STEREO VISION IMAGES Since both theoretical and practical aspects of the developments in this field of research are explored, including recent state-of-the-art technologies and research opportunities in the area of object detection, this book will act as a good reference for practitioners, students, and researchers. Current state-of-the-art technologies have opened up new opportunities in research in the areas of object detection and recognition of digital images and videos, robotics, neural networks, machine learning, stereo vision matching algorithms, soft computing, customer prediction, social media analysis, recommendation systems, and stereo vision. This book has been designed to provide directions for those interested in researching and developing intelligent applications to detect an object and estimate depth. In addition to focusing on the performance of the system using high-performance computing techniques, a technical overview of certain tools, languages, libraries, frameworks, and APIs for developing applications is also given. More specifically, detection using stereo vision images/video from its developmental stage up till today, its possible applications, and general research problems relating to it are covered. Also presented are techniques and algorithms that satisfy the peculiar needs of stereo vision images along with emerging research opportunities through analysis of modern techniques being applied to intelligent systems. Audience Researchers in information technology looking at robotics, deep learning, machine learning, big data analytics, neural networks, pattern & data mining, and image and object recognition. Industrial sectors include automotive electronics, security and surveillance systems, and online retailers.
Active Computer Vision By Cooperative Focus And Stereo
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Author : Eric P. Krotkov
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Active Computer Vision By Cooperative Focus And Stereo written by Eric P. Krotkov 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 addresses an area of perception engineering which deals with constructive processes. A model of the environment is analyzed using the information acquired from mUltiple viewpoints of multiple disparate sensors at multiple time instants. Although the role of successive model building and active exploration of the environment, as is discussed in this book, is of great importance, only a few researchers of machine perception have thus far addressed the problem in these directions. Krotkov's book, which is a modification and continuation of his highly successful dissertation, focuses on active exploratory sensing in the context of spatial layout perception. He uses stereo and focus to obtain distance By information, and to eventually develop cooperative combining techniques. means of a stereo system with verging cameras, it is demonstrated that the distance measurements can be significantly improved by combining two sources. In addition, the problem of merging information from the multiple views is discussed in detail. As the field of perception engineering seems to be of growing scientific and applied importance, both practitioners and researchers in machine perception will find this book a valuable addition to their libraries. RameshJain Series Editor Acknowledgements I would like to thank Professor Ruzena Bajcsy for her constant encouragement and guidance during the five years of research leading to the dissertation upon which this book is based. Without her help in all matters, this work would never have been possible.
Advances In Theory And Applications Of Stereo Vision
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Author : Asim Bhatti
language : en
Publisher: BoD – Books on Demand
Release Date : 2011-01-08
Advances In Theory And Applications Of Stereo Vision written by Asim Bhatti and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-08 with Computers categories.
The book presents a wide range of innovative research ideas and current trends in stereo vision. The topics covered in this book encapsulate research trends from fundamental theoretical aspects of robust stereo correspondence estimation to the establishment of novel and robust algorithms as well as applications in a wide range of disciplines. Particularly interesting theoretical trends presented in this book involve the exploitation of the evolutionary approach, wavelets and multiwavelet theories, Markov random fields and fuzzy sets in addressing the correspondence estimation problem. Novel algorithms utilizing inspiration from biological systems (such as the silicon retina imager and fish eye) and nature (through the exploitation of the refractive index of liquids) make this book an interesting compilation of current research ideas.
Stereo Vision For Facet Type Cameras
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Author : Tao Jiang
language : en
Publisher: Logos Verlag Berlin GmbH
Release Date : 2016-07-11
Stereo Vision For Facet Type Cameras written by Tao Jiang and has been published by Logos Verlag Berlin GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-11 with Computers categories.
The dissertation mainly studies a novel method of subpixel stereo vision for Electronic cluster eye (eCley), a state-of-the-art artificial superposition compound eye with super resolution. In the whole thesis, The author mainly deduce the mathematical model of stereo vision in eCley theoretically based on its special structure, discuss the optical correction and geometric calibration that are essential to high precision measurement, study the implementation of methods of the subpixel baselines for each pixel pair based on intensity information and gradient information in transitional areas, and eventually implement real-time subpixel distance measurement for objects through these edge features. To verify the various methods adopted, and to analyze the precision of these methods, experiments are implemented in many practical scenes. This stereo vision method extends the ability of perceiving 3D information in eCley, and makes it applicable to more comprehensive fields such as 3D object position, distance measurement, and 3D reconstruction.
Current Advancements In Stereo Vision
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Author : Asim Bhatti
language : en
Publisher: BoD – Books on Demand
Release Date : 2012-07-11
Current Advancements In Stereo Vision written by Asim Bhatti and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-11 with Computers categories.
The book is a new edition of stereo vision book series of INTECH Open Access Publisher and it presents diverse range of ideas and applications highlighting current research/technology trends and advances in the field of stereo vision. The topics covered in this book include fundamental theoretical aspects of robust stereo correspondence estimation, novel and robust algorithms, hardware implementation for fast execution and applications in wide range of disciplines. Particularly interesting approaches include neuromorphic engineering, probabilistic analysis and anisotropic reaction diffusion addressing the problem of stereo correspondence and the applications in mobile robotics for autonomous terrain mapping and navigation. SterCentre for Intelligent Systems Research (CISR), Institute of Technology, Research and Innovation (ITRI),eo algorithm with anisotropic reaction-diffusion systems utilizing biologically motivated reaction-diffusion systems with anisotropic diffusion coefficients makes it an interesting addition to the book.
Computer Vision
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Author : Fouad Sabry
language : en
Publisher: One Billion Knowledgeable
Release Date : 2023-07-06
Computer Vision written by Fouad Sabry and has been published by One Billion Knowledgeable this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-06 with Computers categories.
What Is Computer Vision Tasks associated with computer vision include methods for acquiring, processing, analyzing, and comprehending digital images, as well as the extraction of high-dimensional data from the physical environment in order to produce numerical or symbolic information, such as judgments. In the context of this discussion, understanding refers to the process of converting mental representations into descriptions of the external world that are coherent to one's cognitive processes and are able to evoke the right response. This picture comprehension can be understood as the untangling of symbolic information from visual data through the utilization of models that were developed with the assistance of geometry, physics, statistical analysis, and learning theory. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Computer vision Chapter 2: Machine vision Chapter 3: Image analysis Chapter 4: Image segmentation Chapter 5: Optical flow Chapter 6: Motion detection Chapter 7: Gesture recognition Chapter 8: Pose (computer vision) Chapter 9: Outline of computer vision Chapter 10: Stereo cameras (II) Answering the public top questions about computer vision. (III) Real world examples for the usage of computer vision in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of computer vision' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of computer vision.