Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
An Introduction to 3D Computer Vision Techniques and Algorithms


Computer vision encompasses the construction of integrated vision systems and the application of vision to problems of real-world importance. The process of creating 3D models is still rather difficult, requiring mechanical measurement of the camera positions or manual alignment of partial 3D views of a scene. However using algorithms, it is possible to take a collection of stereo-pair images of a scene and then automatically produce a photo-realistic, geometrically accurate digital 3D model.

This book provides a comprehensive introduction to the methods, theories and algorithms of 3D computer vision. Almost every theoretical issue is underpinned with practical implementation or a working algorithm using pseudo-code and complete code written in C++ and MatLab®. There is the additional clarification of an accompanying website with downloadable software, case studies and exercises. Organised in three parts, Cyganek and Siebert give a brief history of vision research, and subsequently:

  • present basic low-level image processing operations for image matching, including a separate chapter on image matching algorithms
  • explain scale-space vision, as well as space reconstruction and multiview integration
  • demonstrate a variety of practical applications for 3D surface imaging and analysis
  • provide concise appendices on topics such as the basics of projective geometry and tensor calculus for image processing, distortion and noise in images plus image warping procedures

An Introduction to 3D Computer Vision Algorithms and Techniques is a valuable reference for practitioners and programmers working in 3D computer vision, image processing and analysis as well as computer visualisation. It would also be of interest to advanced students and researchers in the fields of engineering, computer science, clinical photography, robotics, graphics and mathematics.

About the Author

Boguslaw Cyganek, AGH – University of Science and Technology, Department of Computer Science, Signal Processing Laboratory, Krakow, Poland

Boguslaw Cyganek has been teaching at the AGH – University of Science and Technology since 1993 and is now a Lecturer and Researcher in the Department of Electronics and Computer Science. His research interests include the development of image processing systems, robot vision and neural networks. During this time, he has gained several years of practical experience working as a Software Development Manager and a Software Engineer both in the USA and Poland. He has also written Three Dimensional Image Processing (Academic Publisher House, 2002) and 18 academic papers on image processing and algorithms.


Paul Siebert, Department of Computing Science, University of Glasgow, 3D-MATIC Research Laboratory, Scotland

Dr Jan Paul Siebert is currently Director of the 3D-MATIC Research Laboratory in the Department of Computing Science at Glasgow University. His research interests are in computer vision, image processing, and 3D imaging by stereo photogrammetry and its applications in 3D whole human body imaging. He is Scottish Chair of the BMVC and prior to his current position he was Chief Executive of the of the Turing Institute, Glasgow, which developed the ‘C3D’ imaging technology. He has written over 50 journal, technical and conference papers on 3D image processing, modelling virtual images and photogrammetry.

(HTML tags aren't allowed.)

Building PHP Applications with Symfony, CakePHP, and Zend Framework
Building PHP Applications with Symfony, CakePHP, and Zend Framework

The first detailed, unbiased comparison of the three leading PHP frameworks

Web developers have been eager for an impartial comparison of leading PHP frameworks so they can make educated decisions about the most effective tool for their needs. This guide uses Symfony, CakePHP, and Zend Framework to solve key problems,...

Model-Driven Software Development: Integrating Quality Assurance (Premier Reference Source)
Model-Driven Software Development: Integrating Quality Assurance (Premier Reference Source)
Model-driven software development (MDSD) drastically alters the software development process, characterized by a high degree of innovation and productivity. However, quality assurance application in the domain of software models and model-driven software development is still in an emergent phase.

Model-Driven Software Development:...

A Statistical Approach to Neural Networks for Pattern Recognition (Wiley Series in Computational Statistics)
A Statistical Approach to Neural Networks for Pattern Recognition (Wiley Series in Computational Statistics)
"The book provides an excellent introduction to neutral networks from a statistical perspective." (International Statistical Review, 2008)

"Successful connects logistic regression and linear discriminant analysis, thus making it critical reference and self-study guide for students and professionals alike in the...

Oil Painting For Dummies (Sports & Hobbies)
Oil Painting For Dummies (Sports & Hobbies)

Packed with FULL COLOR, easy-to-complete projects

The fun and easy way to discover your inner artist through oil painting!

Have you always wanted to paint with oil? Now you can! This friendly guide gives you all the hands-on instruction you need to master the basics. You'll see...

Spandrels of Truth
Spandrels of Truth
Among the various conceptions of truth is one according to which "is true" is a transparent, entirely see-through device introduced for only practical (expressive) reasons. This device, when introduced into the language, brings about truth-theoretic paradoxes (particularly, the notorious Liar and Curry paradoxes). The options for dealing...
Guidelines for Human Embryonic Stem Cell Research
Guidelines for Human Embryonic Stem Cell Research
(National Research Council and Institute of Medicine) Presents the Committee on Guidelines for Human Embryonic Stem Cell Research's findings and recommendations. The guidelines are intended to enhance the integrity of privately funded research and covers the ethical concerns surrounding hES cell research and what scientists can do to...
©2019 LearnIT (support@pdfchm.net) - Privacy Policy