3D Model Registration Based on Feature Extraction

Abstract:

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Currently, design and processing of complicated model are enabled by the progress of the CAD/CAM system. In shape measurement, high precision measurement is performed using CMM. In order to evaluate the machined part, the designed model made by CAD system the point cloud data provided by the measurement system are analyzed and compared. Usually, the designed CAD model and measured point cloud data are made in the different coordinate systems, it is necessary to register those models in the same coordinate system for evaluation. In this research, a 3D model registration method based on feature extraction and iterative closest point (ICP) algorithm is proposed. It could efficiently and accurately register two models in different coordinate systems, and effectively avoid the problem of localized solution.

Info:

Periodical:

Advanced Materials Research (Volumes 299-300)

Edited by:

Jianzhong Wang and Jingang Qi

Pages:

1091-1094

DOI:

10.4028/www.scientific.net/AMR.299-300.1091

Citation:

J. Zhu et al., "3D Model Registration Based on Feature Extraction", Advanced Materials Research, Vols. 299-300, pp. 1091-1094, 2011

Online since:

July 2011

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Price:

$35.00

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