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Semi-Automatic Tool for Aligning a Parameterized CAD Model to Stereo Image Pairs
Chu-Song CHEN Kuan-Chung HUNG Yi-Ping HUNG Lin-Lin CHEN Chiou-Shann FUH
IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/12/25
Print ISSN: 0916-8532
Type of Manuscript: PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
computer vision, rough CAD model, 3D reconstruction,
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Fully automatic reconstruction of 3D models from images is well-known to be a difficult problem. For many applications, a limited amount of human assistance is allowed and can greatly reduce the complexity of the 3D reconstruction problem. In this paper, we present an easy-to-use method for aligning a parameterized 3D CAD model to images taken from different views. The shape parameters of the 3D CAD model can be recovered accurately. Our work is composed of two parts. In the first part, we developed an interactive tool which allows the user to associate the features in the CAD model to the features in the 2D images. This interactive tool is designed to achieve efficiency and accuracy. In the second part, 3D information extracted from different stereo views are integrated together by using an optimization technique to obtain accurate shape parameters. Some experimental results have been shown to demonstrate the accuracy and usefulness of the recovered CAD model.