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Research on Shape Feature Recognition of B-Rep Model Based on Wavelet Transform
Author
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-19
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
B-Rep (Boundary Representation) CAD model is widely used in the representation of manufactured product in computer, and it is a kind of real 3D structure with invisible part relative to 2.5D mesh model, so the shape feature recognition of B-Rep model is worth of much studying.
We present one approach of shape feature recognition of B-Rep model based on the wavelet transform of surface boundary and region; it is inspired by the neuropsychology view that surface is the key visual features and by the systematology method that an object is recognized by decomposing and grouping its similar parts.
Surface elements of B-Rep model are extracted from the neutral STEP (Standard for Exchange of Product Model Data) file; the curvatures of surface boundary and region were decomposed by wavelet transform, and then the coefficient statistics of same scale were as the surface feature vector.
Similar surfaces of B-Rep model were clustered as a bin with the sum of perimeters and the mean vector, and all bins constituting a histogram are finally as the feature vector of B-Rep model.
Thus B-Rep models are compared and retrieved using the EMD (Earth Mover’s Distance) of histogram.
Our approach was evaluated by retrieval experiment with NDR (National Design Reservoir), and the result indicated its highly competent performance.
American Psychological Association (APA)
Wang, Jihua. 2018. Research on Shape Feature Recognition of B-Rep Model Based on Wavelet Transform. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1208332
Modern Language Association (MLA)
Wang, Jihua. Research on Shape Feature Recognition of B-Rep Model Based on Wavelet Transform. Mathematical Problems in Engineering No. 2018 (2018), pp.1-8.
https://search.emarefa.net/detail/BIM-1208332
American Medical Association (AMA)
Wang, Jihua. Research on Shape Feature Recognition of B-Rep Model Based on Wavelet Transform. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1208332
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208332