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TitleAutomatic localization of condylar process centre based on generalized hough transform from CBCT images
Creator
Date Issued2021
Conference Name2nd International Conference on Computer Vision and Data Mining (ICCVDM 2021)
Source PublicationJournal of Physics: Conference Series
ISSN1742-6588
Volume2024
Issue1
Conference Date20-22 August 2021
Conference PlaceChangsha, China
Abstract

Cone Beam Computed Tomography (CBCT) is a technique for capturing maxillofacial images that provide tissue views with low radiation doses. In this paper, we propose an automatic method to locate the centre of the mandibular condylar process in CBCT images. The bone edges of the condylar process are extracted to detect the mandibular ramus in each slice based on the generalized Hough Transform. We propose an upward region-growing method to segment the condylar and coracoid processes. The centre of the condylar process is then determined as the centre of the condylar region in the axial slice with the maximum condyle area. The centre located by the proposed method was compared with the centre manually located by two experts. Our results indicate that the proposed method can accurately locate the condylar process centre.

DOI10.1088/1742-6596/2024/1/012007
URLView source
Language英语English
Scopus ID2-s2.0-85116663073
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/5961
CollectionFaculty of Science and Technology
Affiliation
Division of Science and Technology,Beijing Normal University-Hong Kong Baptist University,United International College,Zhuhai,Guangdong,519087,China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Wang, Tingkang,Zhang, Songze,Shi, Hongjian. Automatic localization of condylar process centre based on generalized hough transform from CBCT images[C], 2021.
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