Schreier, Hubert.

Image Correlation for Shape, Motion and Deformation Measurements Basic Concepts,Theory and Applications / [electronic resource] : by Hubert Schreier, Jean-José Orteu, Michael A. Sutton. - Boston, MA : Springer US, 2009. - XX, 322 p. 100 illus. online resource.

Elements of Geometrical Optics -- Single Camera Models and Calibration Procedures in Computer Vision -- Two-Dimensional and Three-Dimensional Computer Vision -- Digital Image Correlation (DIC) -- In-Plane Measurements -- Stereo-vision System Applications -- Volumetric Digital Image Correlation (VDIC) -- Error Estimation in Stereo-Vision -- Practical Considerations for Accurate Measurements with DIC.

Image Correlation for Shape, Motion and Deformation Measurements provides a comprehensive overview of data extraction through image analysis. Readers will find and in-depth look into various single- and multi-camera models (2D-DIC and 3D-DIC), two- and three-dimensional computer vision, and volumetric digital image correlation (VDIC). Fundamentals of accurate image matching are described, along with presentations of both new methods for quantitative error estimates in correlation-based motion measurements, and the effect of out-of-plane motion on 2D measurements. Thorough appendices offer descriptions of continuum mechanics formulations, methods for local surface strain estimation and non-linear optimization, as well as terminology in statistics and probability. With equal treatment of computer vision fundamentals and techniques for practical applications, this volume is both a reference for academic and industry-based researchers and engineers, as well as a valuable companion text for appropriate vision-based educational offerings.

9780387787473

10.1007/978-0-387-78747-3 doi


Engineering.
Computer vision.
Mechanics.
Mechanical engineering.
Surfaces (Physics).
Engineering.
Signal, Image and Speech Processing.
Mechanics.
Image Processing and Computer Vision.
Characterization and Evaluation of Materials.
Structural Mechanics.

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