TY - GEN
T1 - Dental classification for periapical radiograph based on multiple fuzzy attribute
AU - Tangel, Martin L.
AU - Fatichah, Chastine
AU - Yan, Fei
AU - Betancourt, Janet P.
AU - Widyanto, Muhammad Rahmat
AU - Dong, Fangyan
AU - Hirota, Kaoru
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - dental classification
KW - feature extraction
KW - fuzzy inference
KW - integral projection
KW - personal identification
UR - http://www.scopus.com/inward/record.url?scp=84886564942&partnerID=8YFLogxK
U2 - 10.1109/IFSA-NAFIPS.2013.6608417
DO - 10.1109/IFSA-NAFIPS.2013.6608417
M3 - Conference contribution
AN - SCOPUS:84886564942
SN - 9781479903474
T3 - Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013
SP - 304
EP - 309
BT - Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013
T2 - 9th Joint World Congress on Fuzzy Systems and NAFIPS Annual Meeting, IFSA/NAFIPS 2013
Y2 - 24 June 2013 through 28 June 2013
ER -