Difference of Convex Functions Programming With Machine-Learning Prior for the Imaging Problem in Electrical Capacitance Tomography

The electrical capacitance tomography technology has potential benefits for the process industry by providing visualization of material distributions. One of the main technical gaps and impediments that must be overcome is the low-quality tomogram. To address this problem, this study introduces the...

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Bibliographic Details
Published in:	IEEE transactions on cybernetics Vol. 53; no. 12; pp. 7535 - 7547
Main Authors:	Lei, Jing, Liu, Qibin
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.12.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Capacitance Convex analysis Convex functions Difference of convex functions programming problem Dimensionality reduction Electric fuses electrical capacitance tomography Electrical measurement Image reconstruction Imaging inverse problem Machine learning Noise sensitivity non-negative matrix factorization Optimization Performance evaluation Physics Programming relevance vector machine Relevance vector machines Tomography visualization measurement
ISSN:	2168-2267, 2168-2275, 2168-2275
Online Access:	Get full text
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