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Review of the mathematical foundations of data fusion techniques in surface metrology

Wang, Jian, Leach, R.K. and Jiang, Xiang (2015) Review of the mathematical foundations of data fusion techniques in surface metrology. Surface Topography: Metrology and Properties, 3 (2). ISSN 2051-672X

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Abstract

The recent proliferation of engineered surfaces, including freeform and structured surfaces, is challenging current metrology techniques. Measurement using multiple sensors has been proposed to achieve enhanced benefits, mainly in terms of spatial frequency bandwidth, which a single sensor cannot provide. When using data from different sensors, a process of data fusion is required and there is much active research in this area. In this paper, current data fusion methods and applications are reviewed, with a focus on the mathematical foundations of the subject. Common research questions in the fusion of surface metrology data are raised and potential fusion algorithms are discussed.

Item Type: Article
Subjects: T Technology > TJ Mechanical engineering and machinery
Schools: School of Computing and Engineering > Centre for Precision Technologies > EPSRC Centre for Innovative Manufacturing in Advanced Metrology
School of Computing and Engineering
Depositing User: Jian Wang
Date Deposited: 11 Jun 2015 08:15
Last Modified: 02 Dec 2016 05:39
URI: http://eprints.hud.ac.uk/id/eprint/24794

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