DocumentCode
1653305
Title
Tooth materials monitoring scheme for dental operations using cutting sounds
Author
Zakeri, Vahid ; Arzanpour, Siamak ; Chehroudi, Babak
Author_Institution
Mechatron. Syst. Eng., Simon Fraser Univ., Surrey, BC, Canada
fYear
2013
Firstpage
694
Lastpage
698
Abstract
This paper introduces a monitoring scheme for discerning the boundary of the tooth in dental operations. In this scheme, tooth structures and dental fillings were discriminated based on their cutting sounds. Support vector machines were employed for classification; and averaged short time Fourier transform coefficients were selected as the features. The results confirmed capability and feasibility of the proposed scheme.
Keywords
Fourier transforms; acoustic signal processing; cutting; dentistry; medical signal processing; patient monitoring; patient treatment; signal classification; support vector machines; averaged short time Fourier transform coefficients; cutting sounds; dental fillings; dental operations; signal classification; support vector machines; tooth boundary; tooth material monitoring scheme; tooth structures; Accuracy; Dentistry; Filling; Materials; Monitoring; Support vector machines; Teeth; Sound classification; Support vector machine; Tooth materials monitoring scheme;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location
Vancouver, BC
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2013.6637737
Filename
6637737
Link To Document