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3D Modeling using Multi-View Images


Abstract There is a growing interest in the creation of three-dimensional (3D) images and videos due to the growing demand for 3D visual media in commercial markets. A possible solution to produce 3D media files is to convert existing 2D images and videos to 3D. The 2D to 3D conversion methods that estimate the depth map from 2D scenes for 3D reconstruction present an efficient approach to save on the cost of the coding, transmission and storage of 3D visual media in practical applications. Various 2D to 3D conversion methods based on depth maps have been developed using existing image and video processing techniques. The depth maps can be estimated either from a single 2D view or from multiple 2D views. This thesis presents a MATLAB-based 2D to 3... (more)
Created Date 2010
Contributor Li, Jinjin (Author) / Karam, Lina J (Advisor) / Chakrabarti, Chaitali (Committee member) / Duman, Tolga M (Committee member) / Arizona State University (Publisher)
Subject Electrical Engineering / 2D to 3D conversion / Auto-calibration / Bundle Adjustment / Feature Detection / RANSAC
Type Masters Thesis
Extent 120 pages
Language English
Copyright
Reuse Permissions All Rights Reserved
Note M.S. Electrical Engineering 2010
Collaborating Institutions Graduate College / ASU Library
Additional Formats MODS / OAI Dublin Core / RIS


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Description Dissertation/Thesis