Automatic calibration and reconstruction for active vision systems

by Zhang, Beiwei

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Title Statements

Full title :Automatic calibration and reconstruction for active vision systems / Beiwei Zhang, Y.F. Li.

Summary

"In this book, the design of two new planar patterns for camera calibration of intrinsic parameters is addressed and a line-based method for distortion correction is suggested. The dynamic calibration of structured light systems, which consist of a camera and a projector is also treated. Also, the 3D Euclidean reconstruction by using the image-to-world transformation is investigated. Lastly, linear calibration algorithms for the catadioptric camera are considered, and the homographic matrix and fundamental matrix are extensively studied. In these methods, analytic solutions are provided for the computational efficiency and redundancy in the data can be easily incorporated to improve reliability of the estimations. This volume will therefore prove valuable and practical tool for researchers and practitioners working in image processing and computer vision and related subjects."--Amazon.com book description

Edition Statements

Publication Date:©2012.

Publication Statements

Publisher(s):Springer
Place of Publication:Dordrecht
Language:eng
Publication Date:©2012.

The Physical Object

Description:1 online resource (ix, 164 pages) : : illustrations (some color)

Edition Identifiers

ISBN:9789400726543, 9400726546
oclc:ocn772450296
LC Classification:TA1634
Dewey Decimal:006.3/7

Chapter 1 Introduction -- 1.1 Vision Framework -- 1.2 Background -- 1.2.1 Calibrated Reconstruction -- 1.2.1.1 Static Calibration based methods -- 1.2.1.2 Dynamic Calibration based methods -- 1.2.1.3 Relative Pose Problem -- 1.2.2 Uncalibrated 3D reconstruction -- 1.2.2.1 Factorization-based method -- 1.2.2.2 Stratification-based method -- 1.2.2.3 Using Structured Light System -- 1.3 Scope -- 1.3.1 System Calibration -- 1.3.2 Plane-based Homography -- 1.3.3 Structured Light System -- 1.3.4 Omni-directional Vision System -- 1.4 Objectives -- 1.5 Book Structures -- Chapter 2 System Description -- 2.1 System Introduction -- 2.1.1 Structured Light System -- 2.1.2 Omni-directional Vision System -- 2.2 Component Modeling -- 2.2.1 Convex Mirror -- 2.2.2 Camera Model -- 2.2.3 Projector Model -- 2.3 Pattern Coding Strategy -- 2.3.1 Introduction -- 2.3.2 Color-Encoded Light Pattern -- 2.3.3 Decoding the Light Pattern -- 2.4 Some Preliminaries -- 2.4.1 Notations and Definitions -- 2.4.2 Cross Ratio -- 2.4.3 Plane-based Homography -- 2.4.4 Fundamental Matrix -- Chapter 3 Static Calibration -- 3.1 Calibration Theory -- 3.2 Polygon-based Calibration -- 3.2.1 Design of the planar pattern -- 3.2.…

Subjects

Computational Science and Engineering Computer Science Computer vision Computer vision -- Industrial applicati… Computers, General engineering Image Processing and Computer Vision Ingénierie Robotics and Automation Vision par ordinateur Vision par ordinateur -- Applications i…