Computer Vision

Einführung in die Verarbeitung und Analyse digitaler Bilder
Author: Lutz Priese
Publisher: Springer-Verlag
ISBN: 3662451298
Category: Computers
Page: 332
View: 6026
DOWNLOAD NOW »
Der Autor erläutert in dieser Einführung auf Bachelorniveau die in der Computer Vision verwendeten technischen Ausdrücke: Grundlagen des menschlichen Sehens, Farbe, exakte Begriffsbestimmungen zum Thema "Bild", Transformationen, lineare und nicht-lineare Filter, Fouriertransformation, Morphologie, Merkmale im Bild wie Kanten, Ecken, geometrische Formen mittels Hough-Transformation, diverse Hüllen und Skelettierung. Ferner höhere Merkmale wie SIFT, Shape-Context und statistische Merkmale, Texturmerkmale. Die Bestimmung von Segmenten (zusammenhängende Regionen ähnlicher Farben oder Grauwerte) wird in einem eigenen Kapitel ausführlich behandelt.

Computer Vision

Räumliche Information aus digitalen Bildern
Author: Reinhard Klette,Andreas Koschan,Karsten Schlüns
Publisher: Springer-Verlag
ISBN: 3663119998
Category: Technology & Engineering
Page: 382
View: 5299
DOWNLOAD NOW »
Dieses Lehrbuch behandelt die Grundlagen, Algorithmen und Anwendungen eines Teilbereichs der digitalen Bildverarbeitung: die Szenenanalyse bzw. die 3D-Bildanalyse. Methoden der Bildbearbeitung und der Musteranalyse stellen Werkzeuge dar, um aus den Bildinformationen von dreidimensionalen Objekten Ausgangsdaten für die Bildinterpretation zu erzeugen.

Bildverarbeitung und Objekterkennung

Computer Vision in Industrie und Medizin
Author: Herbert Süße,Erik Rodner
Publisher: Springer-Verlag
ISBN: 3834826065
Category: Technology & Engineering
Page: 666
View: 3345
DOWNLOAD NOW »
Dieses Buch erläutert, wie Informationen automatisch aus Bildern extrahiert werden. Mit dieser sehr aktuellen Frage beschäftigt sich das Buch mittels eines Streifzuges durch die Bildverarbeitung. Dabei werden sowohl die mathematischen Grundlagen vieler Verfahren der 2D- und 3D-Bildanalyse vermittelt als auch deren Nutzen anhand von Problemstellungen aus vielen Bereichen (Medizin, industrielle Bildverarbeitung, Objekterkennung) erläutert. Das Buch eignet sich sowohl für Studierende der Informatik, Mathematik und Ingenieurwissenschaften als auch für Anwender aus der industriellen Bildverarbeitung.

Computer Vision

Algorithms and Applications
Author: Richard Szeliski
Publisher: Springer Science & Business Media
ISBN: 9781848829350
Category: Computers
Page: 812
View: 9997
DOWNLOAD NOW »
Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of “recipes,” this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques. Topics and features: structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses; presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects; provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, and Bayesian estimation theory; suggests additional reading at the end of each chapter, including the latest research in each sub-field, in addition to a full Bibliography at the end of the book; supplies supplementary course material for students at the associated website, http://szeliski.org/Book/. Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision.

Computer Vision

Systems, Theory and Applications
Author: Anup Basu,Xiaobo Li
Publisher: World Scientific
ISBN: 9789810213923
Category: Computers
Page: 257
View: 7154
DOWNLOAD NOW »
This book contains a selection of papers which were presented at the Vision Interface '92 Conference. It also includes several invited articles from prominent researchers in the field, suggesting future directions in Computer Vision.

Computer Vision Systems

8th International Conference, ICVS 2011, Sophia Antipolis, France, September 20-22, 2011, Proceedings
Author: James L. Crowley,Bruce Draper,Monique Thonnat
Publisher: Springer Science & Business Media
ISBN: 3642239676
Category: Computers
Page: 222
View: 6776
DOWNLOAD NOW »
This book constitutes the refereed proceedings of the 8th International Conference on Computer Vision Systems, ICVS 2011, held in Sophia Antipolis, France, in September 2009. The 22 revised papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on vision systems, control of perception, performance evaluation, activity recognition, and knowledge directed vision.

Consumer Depth Cameras for Computer Vision

Research Topics and Applications
Author: Andrea Fossati,Juergen Gall,Helmut Grabner,Xiaofeng Ren,Kurt Konolige
Publisher: Springer Science & Business Media
ISBN: 1447146395
Category: Computers
Page: 210
View: 598
DOWNLOAD NOW »
The potential of consumer depth cameras extends well beyond entertainment and gaming, to real-world commercial applications. This authoritative text reviews the scope and impact of this rapidly growing field, describing the most promising Kinect-based research activities, discussing significant current challenges, and showcasing exciting applications. Features: presents contributions from an international selection of preeminent authorities in their fields, from both academic and corporate research; addresses the classic problem of multi-view geometry of how to correlate images from different viewpoints to simultaneously estimate camera poses and world points; examines human pose estimation using video-rate depth images for gaming, motion capture, 3D human body scans, and hand pose recognition for sign language parsing; provides a review of approaches to various recognition problems, including category and instance learning of objects, and human activity recognition; with a Foreword by Dr. Jamie Shotton.

Data Segmentation and Model Selection for Computer Vision

A Statistical Approach
Author: Alireza Bab-Hadiashar,David Suter
Publisher: Springer Science & Business Media
ISBN: 038721528X
Category: Computers
Page: 208
View: 8468
DOWNLOAD NOW »
This edited volume explores several issues relating to parametric segmentation including robust operations, model selection criteria and automatic model selection, plus 2D and 3D scene segmentation. Emphasis is placed on robust model selection with techniques such as robust Mallows Cp, least K-th order statistical model fitting (LKS), and robust regression receiving much attention. With contributions from leading researchers, this is a valuable resource for researchers and graduated students working in computer vision, pattern recognition, image processing and robotics.

Computer Vision - ECCV 2008

10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008, Proceedings
Author: David Forsyth,Philip Torr
Publisher: Springer Science & Business Media
ISBN: 3540886923
Category: Computers
Page: 891
View: 6947
DOWNLOAD NOW »
The four-volume set comprising LNCS volumes 5302/5303/5304/5305 constitutes the refereed proceedings of the 10th European Conference on Computer Vision, ECCV 2008, held in Marseille, France, in October 2008. The 243 revised papers presented were carefully reviewed and selected from a total of 871 papers submitted. The four books cover the entire range of current issues in computer vision. The papers are organized in topical sections on recognition, stereo, people and face recognition, object tracking, matching, learning and features, MRFs, segmentation, computational photography and active reconstruction.

Computer Vision - ECCV 90

First European Conference on Computer Vision. Antibes, France, April 23-27, 1990. Proceedings
Author: Olivier Faugeras
Publisher: Springer Science & Business Media
ISBN: 9783540525226
Category: Computers
Page: 618
View: 6197
DOWNLOAD NOW »
A collection of papers on computer vision research in Euro- pe, with sections on image features, stereo and reconstruc- tion, optical flow, motion, structure from motion, tracking, stereo and motion, features and shape, shape description, and recognition and matching.

3D Computer Vision

Efficient Methods and Applications
Author: Christian Wöhler
Publisher: Springer Science & Business Media
ISBN: 1447141504
Category: Computers
Page: 382
View: 1917
DOWNLOAD NOW »
This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field. Fully revised and updated, this much-anticipated new edition reviews a range of triangulation-based methods, including linear and bundle adjustment based approaches to scene reconstruction and camera calibration, stereo vision, point cloud segmentation, and pose estimation of rigid, articulated, and flexible objects. Also covered are intensity-based techniques that evaluate the pixel grey values in the image to infer three-dimensional scene structure, and point spread function based approaches that exploit the effect of the optical system. The text shows how methods which integrate these concepts are able to increase reconstruction accuracy and robustness, describing applications in industrial quality inspection and metrology, human-robot interaction, and remote sensing.

Computer Vision Systems

7th International Conference on Computer Vision Systems, ICVS 2009 Liège, Belgium, October 13-15, 2009, Proceedings
Author: Mario Fritz,Bernt Schiele,Justus H. Piater
Publisher: Springer Science & Business Media
ISBN: 3642046665
Category: Computers
Page: 456
View: 7639
DOWNLOAD NOW »
This book constitutes the refereed proceedings of the 7th International Conference on Computer Vision Systems, ICVS 2009, held in Liege, Belgium, October 13-15, 2009. The 21 papers for oral presentation presented together with 24 poster presentations and 2 invited papers were carefully reviewed and selected from 96 submissions. The papers are organized in topical sections on human-machine-interaction, sensors, features and representations, stereo, 3D and optical flow, calibration and registration, mobile and autonomous systems, evaluation, studies and applications, learning, recognition and adaption.

Computer Vision Systems


Author: Allen Hanson
Publisher: Elsevier
ISBN: 0323151205
Category: Technology & Engineering
Page: 418
View: 9034
DOWNLOAD NOW »
Computer Vision Systems is a collection of papers presented at the Workshop on Computer Vision Systems held at the University of Massachusetts in Amherst, Massachusetts, on June 1-3, 1977. Contributors discuss the breadth of problems that must be taken into account in the development of general computer vision systems. Topics covered include the application of system engineering techniques to the design of artificial intelligence systems; representation and segmentation of natural scenes; and pragmatic aspects of machine vision. Psychophysical measures of representation and interpretation are also considered. This monograph is divided into four sections: Issues and Research Strategies, Segmentation, Theory and Psychology, and Systems. The first chapter explores the problem of recovering the intrinsic characteristics of scenes from images, along with its implications for machine and human vision. The discussion then turns to special-purpose low-level vision systems that can be flexibly reconfigured as the need arises; design, development, and implementation of large systems from the human engineering point of view; and representation of visual information. The next section examines hierarchical relaxation for waveform parsing; the topology and semantics of intensity arrays; and visual images as spatial representations in active memory. The use of edge cues to recognize real-world objects is also analyzed. This text will be a useful resource for systems designers, computer engineers, and scientists as well as psychologists.

Multiple View Geometry in Computer Vision


Author: Richard Hartley,Andrew Zisserman
Publisher: Cambridge University Press
ISBN: 9780521540513
Category: Computers
Page: 655
View: 4332
DOWNLOAD NOW »
A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and methods of computation of these entities are discussed with real examples, as is their use in the reconstruction of scenes from multiple images. The new edition features an extended introduction covering the key ideas in the book (which itself has been updated with additional examples and appendices) and significant new results which have appeared since the first edition. Comprehensive background material is provided, so readers familiar with linear algebra and basic numerical methods can understand the projective geometry and estimation algorithms presented, and implement the algorithms directly from the book.

Computer Vision - ECCV 2006

9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006 : Proceedings
Author: Aleš Leonardis
Publisher: Springer Science & Business Media
ISBN: 3540338322
Category: Computer vision
Page: 639
View: 6537
DOWNLOAD NOW »


Template Matching Techniques in Computer Vision

Theory and Practice
Author: Roberto Brunelli
Publisher: John Wiley & Sons
ISBN: 9780470744048
Category: Science
Page: 348
View: 1163
DOWNLOAD NOW »
The detection and recognition of objects in images is a key research topic in the computer vision community. Within this area, face recognition and interpretation has attracted increasing attention owing to the possibility of unveiling human perception mechanisms, and for the development of practical biometric systems. This book and the accompanying website, focus on template matching, a subset of object recognition techniques of wide applicability, which has proved to be particularly effective for face recognition applications. Using examples from face processing tasks throughout the book to illustrate more general object recognition approaches, Roberto Brunelli: examines the basics of digital image formation, highlighting points critical to the task of template matching; presents basic and advanced template matching techniques, targeting grey-level images, shapes and point sets; discusses recent pattern classification paradigms from a template matching perspective; illustrates the development of a real face recognition system; explores the use of advanced computer graphics techniques in the development of computer vision algorithms. Template Matching Techniques in Computer Vision is primarily aimed at practitioners working on the development of systems for effective object recognition such as biometrics, robot navigation, multimedia retrieval and landmark detection. It is also of interest to graduate students undertaking studies in these areas.

Computer Vision - ACCV'98

Third Asian Conference on Computer Vision, Hong Kong, China, January 8 - 10, 1998, Proceedings
Author: Roland T. Chin,Ting-Chuen Pong
Publisher: Springer Science & Business Media
ISBN: 9783540639305
Category: Computers
Page: 761
View: 5410
DOWNLOAD NOW »
These two volumes constitute the refereed proceedings of the Third Asian Conference on Computer Vision, ACCV'98, held in Hong Kong, China, in January 1998. The volumes present together a total of 58 revised full papers and 112 revised posters selected from over 300 submissions. The papers are organized in topical sections on biometry, physics-based vision, color vision, robot vision and navigation, OCR and applications, low-level processing, active vision, face and hand posture recognition, segmentation and grouping, computer vision and virtual reality, motion analysis, and object recognition and modeling.

Proceedings of the Workshop on Computer Vision--Representation and Control


Author: N.A
Publisher: IEEE Computer Society
ISBN: 9780818606854
Category: Computer vision
Page: 205
View: 1760
DOWNLOAD NOW »


Computer Vision - ECCV '94

Third European Conference on Computer Vision, Stockholm, Sweden, May 2 - 6, 1994. Proceedings
Author: Jan-Olof Eklundh
Publisher: Springer Science & Business Media
ISBN: 9783540579571
Category: Computers
Page: 488
View: 543
DOWNLOAD NOW »
Computer vision - ECCV'94. -- v. 1