Computer Vision Models And Inspection

Computer Vision  Models  and Inspection PDF
Author: A. Dave Marshall
Publisher: World Scientific
ISBN: 9810207727
Size: 16.96 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 437
View: 4185

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The main focus of this book is on the uses of computer vision for inspection and model based matching. It also provides a short, self contained introductory course on computer vision. The authors describe various state-of-the-art approaches to probems and then set forth their proposed approach to matching and inspection. They deal primarily with 3-D vision but also discuss 2-D vision strategies when relevant.The book is suitable for researchers, final year undergraduates and graduate students. Useful review questions at the end of each chapter allow this book to be used for self-study.

Computer Vision Models And Inspection

Computer Vision  Models And Inspection PDF
Author: Tom Husband
Publisher: World Scientific
ISBN: 981452008X
Size: 80.28 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 456
View: 4810

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The main focus of this book is on the uses of computer vision for inspection and model based matching. It also provides a short, self contained introductory course on computer vision. The authors describe various state-of-the-art approaches to probems and then set forth their proposed approach to matching and inspection. They deal primarily with 3-D vision but also discuss 2-D vision strategies when relevant.The book is suitable for researchers, final year undergraduates and graduate students. Useful review questions at the end of each chapter allow this book to be used for self-study.

Dreidimensionales Computersehen

Dreidimensionales Computersehen PDF
Author: Xiaoyi Jiang
Publisher: Springer-Verlag
ISBN: 3642614477
Size: 66.48 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : de
Pages : 361
View: 2273

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Dieses Buch bietet eine systematische Einführung in dieses neue Arbeitsfeld der automatischen Bildanalyse. Es behandelt sämtliche wichtigen Teilaspekte, beginnend mit der Gewinnung von Tiefenbildern durch passive und aktive Verfahren über die Extraktion charakteristischer Flächenmerkmale und die Segmentierung bis hin zur modellbasierten Objekterkennung. Daneben werden konkrete Anwendungen der Tiefenbildanalyse vorgestellt. Die Didaktik des Buches erlaubt es Forschern und Praktikern, sich selbständig in dieses Gebiet einzuarbeiten. Das teilweise schwer zugängliche Material wurde in einheitlicher Notation und verständlicher Form aufbereitet. Die beschriebenen Verfahren können damit leicht auf dem Computer implementiert werden. Die Literaturhinweise geben einen vollständigen Überblick über die aktuelle Forschung.

Intelligent Visual Inspection

Intelligent Visual Inspection PDF
Author: R. Rosandich
Publisher: Springer Science & Business Media
ISBN: 1461312019
Size: 50.49 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 306
View: 5414

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A great deal of research is being done in the areas of artificial vision and neural networks. Although much of this research has been theoretical in nature, many of the techniques developed through these efforts are now mature enough for use in practical applications. Automated Visual Inspection Using Artificial Neural Networks explains the application of recently emerging technology in the areas of artificial vision and neural networks to automated visual inspection. The information is organised in a clear, informative manner, bridging the gap between theoretical research and practical application. Significantly this book includes: * broad coverage of all aspects of the automated visual inspection problem, * details of the HAVENET neural network and the CAMERA vision model, and * detailed descriptions of practical applications of intelligent visual inspection.

Food Process Monitoring Systems

Food Process Monitoring Systems PDF
Author: A.C. Pinder
Publisher: Springer Science & Business Media
ISBN: 1461521394
Size: 22.44 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : en
Pages : 220
View: 5933

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The manufacture of foods and beverages is a highly competitive, interna tionalindustry, and the range ofproducts is becomingincreasingly diverse. Manufacturers are required to produce quality foods with the highest possible efficiency and lowest possible cost, and international legislation is imposingstrict controls on food safety. Process control is the essential link between quality, safety and cost. Radical changes in the technology of manufacturing bring with them new requirements for monitoring (and ultimately controlling) increasingly complex parameters. The aim of this book is to review the latest developments in monitoring systems, particu larly those suitable for the rapid sensing of composition, structure or microbial status. The emphasis is on 'up and coming' methods that have been proven in the laboratory or in other industrial environments, and offer potential in the food sector. As such, it is hoped that this book will increase the general awareness ofwhat new systems have to offer, and will act as a catalyst in the technology transfer process. The book features chapters on automated machine vision, fluorescence cytometry, infrared spectroscopy, light scattering spectroscopy, ultra sound, mass spectrometry, and chemical and biological sensors. In all cases, the basic approach is to describe the underlying principles, and then to consider the implementation of a particular technique. Examples are given of the practical application to specific problems in the food industry.

Computer Vision For X Ray Testing

Computer Vision for X Ray Testing PDF
Author: Domingo Mery
Publisher: Springer
ISBN: 3319207474
Size: 26.40 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 347
View: 6068

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This accessible textbook presents an introduction to computer vision algorithms for industrially-relevant applications of X-ray testing. Features: introduces the mathematical background for monocular and multiple view geometry; describes the main techniques for image processing used in X-ray testing; presents a range of different representations for X-ray images, explaining how these enable new features to be extracted from the original image; examines a range of known X-ray image classifiers and classification strategies; discusses some basic concepts for the simulation of X-ray images and presents simple geometric and imaging models that can be used in the simulation; reviews a variety of applications for X-ray testing, from industrial inspection and baggage screening to the quality control of natural products; provides supporting material at an associated website, including a database of X-ray images and a Matlab toolbox for use with the book’s many examples.

Computer Vision

Computer Vision PDF
Author: E. R. Davies
Publisher: Academic Press
ISBN: 012809575X
Size: 32.22 MB
Format: PDF
Category : Computers
Languages : en
Pages : 900
View: 7284

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Computer Vision: Principles, Algorithms, Applications, Learning (previously entitled Computer and Machine Vision) clearly and systematically presents the basic methodology of computer vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This fully revised fifth edition has brought in more of the concepts and applications of computer vision, making it a very comprehensive and up-to-date text suitable for undergraduate and graduate students, researchers and R&D engineers working in this vibrant subject. See an interview with the author explaining his approach to teaching and learning computer vision - http://scitechconnect.elsevier.com/computer-vision/ Three new chapters on Machine Learning emphasise the way the subject has been developing; Two chapters cover Basic Classification Concepts and Probabilistic Models; and the The third covers the principles of Deep Learning Networks and shows their impact on computer vision, reflected in a new chapter Face Detection and Recognition. A new chapter on Object Segmentation and Shape Models reflects the methodology of machine learning and gives practical demonstrations of its application. In-depth discussions have been included on geometric transformations, the EM algorithm, boosting, semantic segmentation, face frontalisation, RNNs and other key topics. Examples and applications—including the location of biscuits, foreign bodies, faces, eyes, road lanes, surveillance, vehicles and pedestrians—give the ‘ins and outs’ of developing real-world vision systems, showing the realities of practical implementation. Necessary mathematics and essential theory are made approachable by careful explanations and well-illustrated examples. The ‘recent developments’ sections included in each chapter aim to bring students and practitioners up to date with this fast-moving subject. Tailored programming examples—code, methods, illustrations, tasks, hints and solutions (mainly involving MATLAB and C++)

Intelligent Machine Vision

Intelligent Machine Vision PDF
Author: Bruce Batchelor
Publisher: Springer Science & Business Media
ISBN: 1447102398
Size: 22.42 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 422
View: 7221

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A number of important aspects of intelligent machine vision in one volume, describing the state of the art and current developments in the field, including: fundamentals of 'intelligent'image processing for machine vision systems; algorithm optimisation; implementation in high-speed electronic digital hardware; implementation in an integrated high-level software environment and applications for industrial product quality and process control. Backed by numerous illustrations, created using the authors IP software, this book will be of interest to researchers in the field of machine vision wishing to understand the discipline and develop new techniques. Also useful for under- and postgraduates.

Confluence Of Computer Vision And Computer Graphics

Confluence of Computer Vision and Computer Graphics PDF
Author: Ales Leonardis
Publisher: Springer Science & Business Media
ISBN: 9401143218
Size: 11.43 MB
Format: PDF
Category : Computers
Languages : en
Pages : 352
View: 2483

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A collection of original contributions by researchers who work at the forefront of a new field, lying at the intersection of computer vision and computer graphics. Several original approaches are presented to the integration of computer vision and graphics techniques to aid in the realistic modelling of objects and scenes, interactive computer graphics, augmented reality, and virtual studios. Numerous applications are also discussed, including urban and archaeological site modelling, modelling dressed humans, medical visualisation, figure and facial animation, real-time 3D teleimmersion telecollaboration, augmented reality as a new user interface concept, and augmented reality in the understanding of underwater scenes.

Computer Vision Theory And Industrial Applications

Computer Vision  Theory and Industrial Applications PDF
Author: Carme Torras
Publisher: Springer Science & Business Media
ISBN: 3642486754
Size: 77.51 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 455
View: 5323

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This book is the fruit of a very long and elaborate process. It was conceived as a comprehensive solution to several deficiencies encountered while trying to teach the essentials of Computer Vision in different contexts: to technicians from industry looking for technological solutions to some of their problems, to students in search of a good subject for a PhD thesis, and to researchers in other fields who believe that Computer Vision techniques may help them to analyse their results. The book was carefully planned with all these people in mind. Thus, it covers the fundamentals of both 2D and 3D Computer Vision and their most widespread industrial applications, such as automated inspection, robot guidance and workpiece acquisition. The level of explanation is that of an expanded introductory text, in the sense that, besides the basic material, some special advanced topics are included in each chapter, together with an extensive bibliography for experts to follow up. Well-known researchers on each of the topics were appointed to write a chapter following several guidelines to ensure a consistent presentation throughout. I would like to thank the authors for their patience, because some of them had to go through several revisions of their chapters in order to avoid repetition and to improve the homogeneity and coherence of the book. I hope they will find that the final result has been worth their efforts.

Evolutionary Computer Vision

Evolutionary Computer Vision PDF
Author: Gustavo Olague
Publisher: Springer
ISBN: 3662436930
Size: 48.52 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 411
View: 6246

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This book explains the theory and application of evolutionary computer vision, a new paradigm where challenging vision problems can be approached using the techniques of evolutionary computing. This methodology achieves excellent results for defining fitness functions and representations for problems by merging evolutionary computation with mathematical optimization to produce automatic creation of emerging visual behaviors. In the first part of the book the author surveys the literature in concise form, defines the relevant terminology, and offers historical and philosophical motivations for the key research problems in the field. For researchers from the computer vision community, he offers a simple introduction to the evolutionary computing paradigm. The second part of the book focuses on implementing evolutionary algorithms that solve given problems using working programs in the major fields of low-, intermediate- and high-level computer vision. This book will be of value to researchers, engineers, and students in the fields of computer vision, evolutionary computing, robotics, biologically inspired mechatronics, electronics engineering, control, and artificial intelligence.

Intelligent Quality Systems

Intelligent Quality Systems PDF
Author: Duc T. Pham
Publisher: Springer Science & Business Media
ISBN: 1447114981
Size: 31.76 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : en
Pages : 201
View: 383

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Although the tenn quality does not have a precise and universally accepted definition, its meaning is generally well understood: quality is what makes the difference between success and failure in a competitive world. Given the importance of quality, there is a need for effective quality systems to ensure that the highest quality is achieved within given constraints on human, material or financial resources. This book discusses Intelligent Quality Systems, that is quality systems employing techniques from the field of Artificial Intelligence (AI). The book focuses on two popular AI techniques, expert or knowledge-based systems and neural networks. Expert systems encapsulate human expertise for solving difficult problems. Neural networks have the ability to learn problem solving from examples. The aim of the book is to illustrate applications of these techniques to the design and operation of effective quality systems. The book comprises 8 chapters. Chapter 1 provides an introduction to quality control and a general discussion of possible AI-based quality systems. Chapter 2 gives technical information on the key AI techniques of expert systems and neural networks. The use of these techniques, singly and in a combined hybrid fonn, to realise intelligent Statistical Process Control (SPC) systems for quality improvement is the subject of Chapters 3-5. Chapter 6 covers experimental design and the Taguchi method which is an effective technique for designing quality into a product or process. The application of expert systems and neural networks to facilitate experimental design is described in this chapter.

Climbing And Walking Robots

Climbing and Walking Robots PDF
Author: Manuel Armada
Publisher: Springer Science & Business Media
ISBN: 3540294619
Size: 41.73 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : en
Pages : 1194
View: 2367

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These proceedings present a full state-of-the-art picture of the popular and motivating field of climbing and walking robots, featuring recent research by leading climbing and walking robot experts in various industrial and emerging fields.