A Retrieval Method for 3D CAD Assembly Models Using 3D Radon Transform and Spherical Harmonic Transform Article Swipe

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YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.1587/transinf.2019dap0010

We present a retrieval method for 3D CAD assemblies consisted of multiple components. The proposed method distinguishes not only shapes of 3D CAD assemblies but also layouts of their components. Similarity between two assemblies is computed from feature quantities of the components constituting the assemblies. In order to make the similarity robust to translation and rotation of an assembly in 3D space, we use the 3D Radon transform and the spherical harmonic transform. We show that this method has better retrieval precision and efficiency than targets for comparison by experimental evaluation.

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CAD Spherical harmonics Computer science Similarity (geometry) Radon transform Translation (biology) Rotation (mathematics) Harmonic Artificial intelligence Feature (linguistics) Pattern recognition (psychology) Algorithm Mathematics Engineering drawing Image (mathematics) Acoustics Physics Mathematical analysis Philosophy Biochemistry Engineering Linguistics Gene Messenger RNA Chemistry

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Type: article
Language: en
Landing Page: https://doi.org/10.1587/transinf.2019dap0010
PDF: https://www.jstage.jst.go.jp/article/transinf/E103.D/5/E103.D_2019DAP0010/_pdf
OA Status: diamond
Cited By: 6
References: 16
Related Works: 10
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DOI: https://doi.org/10.1587/transinf.2019dap0010

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Title: A Retrieval Method for 3D CAD Assembly Models Using 3D Radon Transform and Spherical Harmonic Transform

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Type: article

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Language: en

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Publication year: 2020

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Publication date: 2020-04-30

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Authors: Kaoru Katayama, Takashi Hirashima

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Landing page: https://doi.org/10.1587/transinf.2019dap0010

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PDF URL: https://www.jstage.jst.go.jp/article/transinf/E103.D/5/E103.D_2019DAP0010/_pdf

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Concepts: CAD, Spherical harmonics, Computer science, Similarity (geometry), Radon transform, Translation (biology), Rotation (mathematics), Harmonic, Artificial intelligence, Feature (linguistics), Pattern recognition (psychology), Algorithm, Mathematics, Engineering drawing, Image (mathematics), Acoustics, Physics, Mathematical analysis, Philosophy, Biochemistry, Engineering, Linguistics, Gene, Messenger RNA, Chemistry

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Cited by: 6

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Citations by year (recent): 2025: 2, 2023: 1, 2022: 3

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Related works (count): 10

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abstract_inverted_index.rotation	55
abstract_inverted_index.consisted	9
abstract_inverted_index.precision	81
abstract_inverted_index.retrieval	3, 80
abstract_inverted_index.spherical	70
abstract_inverted_index.transform	67
abstract_inverted_index.Similarity	30
abstract_inverted_index.assemblies	8, 23, 33
abstract_inverted_index.comparison	87
abstract_inverted_index.components	41
abstract_inverted_index.efficiency	83
abstract_inverted_index.quantities	38
abstract_inverted_index.similarity	50
abstract_inverted_index.transform.	72
abstract_inverted_index.assemblies.	44
abstract_inverted_index.components.	12, 29
abstract_inverted_index.evaluation.	90
abstract_inverted_index.translation	53
abstract_inverted_index.constituting	42
abstract_inverted_index.experimental	89
abstract_inverted_index.distinguishes	16
cited_by_percentile_year.max	97
cited_by_percentile_year.min	89
countries_distinct_count	1
institutions_distinct_count	2
sustainable_development_goals[0].id	https://metadata.un.org/sdg/7
sustainable_development_goals[0].score	0.49000000953674316
sustainable_development_goals[0].display_name	Affordable and clean energy
citation_normalized_percentile.value	0.61966851
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False