Image Correlation for Shape, Motion and Deformation Measurements Basic Concepts,Theory and Applications / [electronic resource] :
by Hubert Schreier, Jean-José Orteu, Michael A. Sutton.
- 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 99780387787473
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.