跳到主要导航 跳到搜索 跳到主要内容

Dental classification for periapical radiograph based on multiple fuzzy attribute

  • Martin L. Tangel
  • , Chastine Fatichah
  • , Fei Yan
  • , Janet P. Betancourt
  • , M. Rahmat Widyanto
  • , Fangyan Dong
  • , Kaoru Hirota

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Dental classification for periapical radiograph based on multiple fuzzy attribute is proposed, where each tooth is analyzed based on multiple criteria such as area/perimeter ratio and width/height ratio. A classification method on special type of dental image called periapical radiograph is studied and classification is done without speculative classification (in case of ambiguous object), therefore an accurate and assistive result can be obtained due to its capability to handle ambiguous tooth. Experiment results on 78 periapical dental radiographs from University of Indonesia indicates 82.51% total classification accuracy and 84.29% average classification rate per input radiograph. The proposed classification method is planned to be implemented as a submodule for an under developing dental based personal identification system.

源语言英语
主期刊名Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013
304-309
页数6
DOI
出版状态已出版 - 2013
已对外发布
活动9th Joint World Congress on Fuzzy Systems and NAFIPS Annual Meeting, IFSA/NAFIPS 2013 - Edmonton, AB, 加拿大
期限: 24 6月 201328 6月 2013

出版系列

姓名Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013

会议

会议9th Joint World Congress on Fuzzy Systems and NAFIPS Annual Meeting, IFSA/NAFIPS 2013
国家/地区加拿大
Edmonton, AB
时期24/06/1328/06/13

指纹

探究 'Dental classification for periapical radiograph based on multiple fuzzy attribute' 的科研主题。它们共同构成独一无二的指纹。

引用此