1.

Record Nr.

UNINA9910830734503321

Autore

Cyganek Bogusław

Titolo

An introduction to 3D computer vision techniques and algorithms [[electronic resource] /] / Bogusław Cyganek, J. Paul Siebert

Pubbl/distr/stampa

Chichester, U.K., : John Wiley & Sons, 2009

ISBN

1-119-96447-4

1-282-03422-7

9786612034220

0-470-69972-8

0-470-71444-1

Edizione

[1st ed.]

Descrizione fisica

1 online resource (514 p.)

Altri autori (Persone)

SiebertJ. Paul

Disciplina

006.3/7

006.37

Soggetti

Computer vision

Three-dimensional imaging

Computer algorithms

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references (p. [459]-474) and index.

Nota di contenuto

AN INTRODUCTION TO 3D COMPUTER VISION TECHNIQUES AND ALGORITHMS; Contents; Preface; Acknowledgements; Notation and Abbreviations; Part I; 1 Introduction; 2 Brief History of Research on Vision; Part II; 3 2D and 3D Vision Formation; 4 Low-level Image Processing for Image Matching; 5 Scale-space Vision; 6 Image Matching Algorithms; 7 Space Reconstruction and Multiview Integration; 8 Case Examples; Part III; 9 Basics of the Projective Geometry; 10 Basics of Tensor Calculus for Image Processing; 11 Distortions and Noise in Images; 12 Image Warping Procedures

13 Programming Techniques for Image Processing and Computer Vision14 Image Processing Library; References; Index; Colorplate

Sommario/riassunto

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 com