Many types of artifacts appear in X-ray computed tomography (CT) volume data, which influence measurement quality of industrial cone beam X-ray CT. Most of those artifacts are associated to CT scanning parameters; therefore, a good scanning parameter setting can weaken the influence to improve measurement accuracy. This paper presents a simulation method for evaluating CT scanning parameters for dimensional metrology. The method can aid CT metrology to achieve high measurement accuracy. In the method, image entropy is used as a criterion to evaluate the quality of CT volume data. For entropy calculation of CT volume data, a detailed description about bin width and entropy zone is given. The relationship between entropy values of CT volume data and error parameters of CT metrology is shown and discussed. By use of this method, mainly we focus on specimen orientation evaluation, and some other typical scanning parameters are used to evaluate the proposed method. Two typical specimens are used to evaluate the performance of the proposed method.
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July 2017
Research-Article
Evaluation of Scanning Parameters Based on Image Entropy for Dimensional Computed Tomography Metrology
Lin Xue,
Lin Xue
RCAST,
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
e-mail: mechanicalautomaticxue@gmail.com
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
e-mail: mechanicalautomaticxue@gmail.com
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Hiromasa Suzuki
Hiromasa Suzuki
RCAST,
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
Search for other works by this author on:
Lin Xue
RCAST,
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
e-mail: mechanicalautomaticxue@gmail.com
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
e-mail: mechanicalautomaticxue@gmail.com
Hiromasa Suzuki
RCAST,
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
The University of Tokyo,
7-3-1, Hongo, Bunkyo,
Tokyo 1538904, Japan
Manuscript received March 16, 2016; final manuscript received December 29, 2016; published online March 6, 2017. Assoc. Editor: Laine Mears.
J. Manuf. Sci. Eng. Jul 2017, 139(7): 071001 (24 pages)
Published Online: March 6, 2017
Article history
Received:
March 16, 2016
Revised:
December 29, 2016
Citation
Xue, L., and Suzuki, H. (March 6, 2017). "Evaluation of Scanning Parameters Based on Image Entropy for Dimensional Computed Tomography Metrology." ASME. J. Manuf. Sci. Eng. July 2017; 139(7): 071001. https://doi.org/10.1115/1.4035676
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