prikaz prve stranice dokumenta Dental age estimation from panoramic X-ray images using statistical models
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Znanstveni rad - Sažetak znanstvenog rada s konferencije (pozvano predavanje)
Dental age estimation from panoramic X-ray images using statistical models
U: Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis. / Kovačič, Stanislav; Lončarić, Sven; Kristan, Matej; Štruc, Vitomir; Vučić, Mladen (ur.). Ljubljana: Institute of Electrical and Electronics Engineers (IEEE), 2017. str. 25-30. https://doi.org/10.1109/ISPA.2017.8073563
Čular, Luka; Tomaić, Mia; Subašić, Marko; Šarić, Tea; Sajković, Viktorija; Vodanović, Marin

Citirajte ovaj rad

Čular, L., Tomaić, M., Subašić, M., Šarić, T., Sajković, V. i Vodanović, M. (2017). Dental age estimation from panoramic X-ray images using statistical models. U S. Kovačič, (Ur.), S. Lončarić, (Ur.), M. Kristan, (Ur.), V. Štruc, (Ur.), M. Vučić, (Ur.), Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis (str. 25-30). Ljubljana: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/ISPA.2017.8073563

Čular, Luka, et al. "Dental age estimation from panoramic X-ray images using statistical models." Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, Ur. Stanislav Kovačič, Ur. Sven Lončarić, Ur. Matej Kristan, Ur. Vitomir Štruc, Ur. Mladen Vučić, Institute of Electrical and Electronics Engineers (IEEE), 2017, str. 25-30. https://urn.nsk.hr/urn:nbn:hr:127:930241

Čular, Luka, Mia Tomaić, Marko Subašić, Tea Šarić, Viktorija Sajković i Marin Vodanović. "Dental age estimation from panoramic X-ray images using statistical models." U Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 25-30. Ljubljana: Institute of Electrical and Electronics Engineers (IEEE), 2017. Citirano 22.01.2025.. https://urn.nsk.hr/urn:nbn:hr:127:930241

Čular, L., et al. (2017) 'Dental age estimation from panoramic X-ray images using statistical models', u Kovačič, S. (ur.), Lončarić, S. (ur.), Kristan, M. (ur.), Štruc, V. (ur.), Vučić, M. (ur.), Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, Institute of Electrical and Electronics Engineers (IEEE), Ljubljana, str. 25-30. Preuzeto s: https://urn.nsk.hr/urn:nbn:hr:127:930241 (Datum pristupa: 22.01.2025.)

Čular L, Tomaić M, Subašić M, Šarić T, Sajković V, Vodanović M. Dental age estimation from panoramic X-ray images using statistical models. U: S. Kovačič, ur., S. Lončarić, ur., M. Kristan, ur., V. Štruc, ur., M. Vučić, ur. Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis. Ljubljana: Institute of Electrical and Electronics Engineers (IEEE); 2017. Str. 25-30. [pristupljeno 22.01.2025.] Dostupno na: https://urn.nsk.hr/urn:nbn:hr:127:930241

L. Čular, M. Tomaić, M. Subašić, T. Šarić, V. Sajković i M. Vodanović, "Dental age estimation from panoramic X-ray images using statistical models", Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, S. Kovačič et al., Ur. Ljubljana: Institute of Electrical and Electronics Engineers (IEEE), 2017. [Online] Dostupno na: https://urn.nsk.hr/urn:nbn:hr:127:930241 [Citirano: 22.01.2025.]

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Podaci o radu
Naslov (engleski)Dental age estimation from panoramic X-ray images using statistical models
AutorLuka Čular
AutorMia Tomaić
AutorMarko Subašić
AutorTea Šarić
AutorViktorija Sajković
AutorMarin Vodanović
UrednikStanislav Kovačič
UrednikSven Lončarić
UrednikMatej Kristan
UrednikVitomir Štruc
UrednikMladen Vučić
Autorova ustanova(Klinički bolnički centar Zagreb)
Autorova ustanovaSveučilište u Zagrebu
Fakultet elektrotehnike i računarstva
Autorova ustanovaSveučilište u Zagrebu
Stomatološki fakultet
Znanstveno / umjetničko
područje, polje i grana		BIOMEDICINA I ZDRAVSTVO
Dentalna medicina
Sažetak (engleski)
This paper presents an application of computer vision methods to dental age estimation based on the lower third right molar in panoramic X-ray images. For this purpose, two statistical computer vision models are adjusted and applied: Active Shape Model and Active Appearance Model. Both models use shape and appearance of the object to find the outer contour, with the only difference being in the way appearance is used. Statistical models are used to extract features describing the selected tooth, and neural network is used to provide dental age estimation using the features as input. Our own dataset was created, consisting of panoramic X-ray images with known age. A manual segmentation of the selected tooth has been performed for each image in the training set, and the obtained outer contours were used to train both models. Promising preliminary results are presented.
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Sažetak znanstvenog rada s konferencije (pozvano predavanje)
Status objaveObjavljen
Vrsta recenzijeRecenziran - međunarodna recenzija
Verzija publikacijeObjavljena verzija rada (izdavačev PDF)
Naslov zbornikaProceedings of the 10th International Symposium on Image and Signal Processing and Analysis
Brojčani podacistr. 25-30
ISBN978-1-5090-4011-7
DOIhttps://doi.org/10.1109/ISPA.2017.8073563
URN:NBNurn:nbn:hr:127:930241
Datum objave publikacije2017
SkupNaziv: International Symposium on Image and Signal Processing and Analysis
Lokacija: Ljubljana, Slovenija
Datum početka: 2017-09-18
Datum završetka: 2017-09-20
Vrsta izlaganja: Predavanje
Vrsta resursaTekst
IzdavačInstitute of Electrical and Electronics Engineers (IEEE)
Mjesto izdavanjaLjubljana
Prava pristupaOtvoreni pristup
Uvjeti korištenjaIkona licence Imenovanje-Nekomercijalno-Bez prerada 4.0 međunarodna (CC BY-NC-ND 4.0)
Datum i vrijeme pohrane2023-10-24 08:17:51