An image analysis approach for automatically re-orienteering CT images for dental implants

被引:17
作者
Cucchiara, R
Lamma, E
Sansoni, T
机构
[1] Univ Modena & Reggio Emilia, Dipartimento Ingn Informat, I-41100 Modena, Italy
[2] Univ Ferrara, Dipartimento Ingn, I-44100 Ferrara, Italy
关键词
CT imaging; pattern recognition; 3D reconstruction; hough transform; edge detection; dental implantology;
D O I
10.1016/j.compmedimag.2003.12.004
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In the last decade, computerized tomography (CT) has become the most frequently used imaging modality to obtain a correct pre-operative implant planning. In this work, we present an image analysis and computer vision approach able to identify, from the reconstructed 3D data set, the optimal cutting plane specific to each implant to be planned, in order to obtain the best view of the implant site and to have correct measures. If the patient requires more implants, different cutting planes are automatically identified, and the axial and cross-sectional images can be re-oriented accordingly to each of them. In the paper, we describe the defined algorithms in order to recognize 3D markers (each one aligned with a missed tooth for which an implant has to be planned) in the 3D reconstructed space, and the results in processing red] exams, in terms of effectiveness and precision and reproducibility of the measure. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:185 / 201
页数:17
相关论文
共 27 条
[1]  
[Anonymous], HDB COMPUTER VISION
[2]  
BOTTICELLI S, 2001, THESIS U BOLOGNA
[3]  
BRIEF J, 2002, P 16 INT C COMP AID, P943
[5]  
Ceccarelli M, 2001, 11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, P119, DOI 10.1109/ICIAP.2001.956995
[6]  
Cucchiara R, 2001, Int J Comput Dent, V4, P9
[7]   The Vector-Gradient Hough Transform [J].
Cucchiara, R ;
Filicori, F .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (07) :746-750
[8]   ON THE PERFORMANCE OF A CONTOUR CODING ALGORITHM IN THE CONTEXT OF IMAGE-CODING .1. CONTOUR SEGMENT CODING [J].
EDEN, M ;
KOCHER, M .
SIGNAL PROCESSING, 1985, 8 (04) :381-386
[9]  
*ER SCI, 2002, DENT HOM PAG
[10]  
GALIE M, 2002, P 16 EUR ASS CRAN MA, P3