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A New Camera Calibration Accuracy Standard for Three-Dimensional Image Reconstruction Using Monte Carlo Simulations


Abstract Camera calibration has applications in the fields of robotic motion, geographic mapping, semiconductor defect characterization, and many more. This thesis considers camera calibration for the purpose of high accuracy three-dimensional reconstruction when characterizing ball grid arrays within the semiconductor industry. Bouguet's calibration method is used following a set of criteria with the purpose of studying the method's performance according to newly proposed standards. The performance of the camera calibration method is currently measured using standards such as pixel error and computational time. This thesis proposes the use of standard deviation of the intrinsic parameter estimation within a Monte Carlo simulation as a new s... (more)
Created Date 2012
Contributor Stenger, Nickolas Arthur (Author) / Papandreou-Suppappola, Antonia (Advisor) / Kovvali, Narayan (Committee member) / Tepedelenlioglu, Cihan (Committee member) / Arizona State University (Publisher)
Subject Electrical engineering / Accuracy / calibration / Camera / Carlo / Monte
Type Masters Thesis
Extent 57 pages
Language English
Copyright
Reuse Permissions All Rights Reserved
Note M.S. Electrical Engineering 2012
Collaborating Institutions Graduate College / ASU Library
Additional Formats MODS / OAI Dublin Core / RIS


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Description Dissertation/Thesis