Extraction of 3D Shape of a Tooth from Dental CT Images with Region Growing Method

被引:0
作者
Yanagisawa, Ryuichi [1 ]
Omachi, Shinichiro [1 ]
机构
[1] Tohoku Univ, Grad Sch Engn, Sendai, Miyagi 980, Japan
来源
COMPUTATIONAL FORENSICS | 2011年 / 6540卷
关键词
tooth shape; dental CT image; region extraction; region growing; MEAN SHIFT;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Dental information is useful for personal identification. In this paper, a method for extracting three-dimensional shape of a tooth automatically from dental CT images is proposed. In the previous method, one of the main issue is the mis-extraction of the adjacent region caused by the similarity of feature between a tooth and its adjacent teeth or the surrounding alveolar bone. It is important to extract an accurate shape of the target tooth as an independent part from the adjacent region. In the proposed method, after denoising, the target tooth is segmented to parts such as a shaft of a tooth or a dental enamel by the mean shift clustering. Then, some segments in the certain tooth is extracted as a certain region by the region growing method. Finally, the contour of the tooth is specified by applying the active contour method, and the shape of the tooth is extracted.
引用
收藏
页码:68 / 77
页数:10
相关论文
共 10 条
  • [1] MEAN SHIFT, MODE SEEKING, AND CLUSTERING
    CHENG, YZ
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (08) : 790 - 799
  • [2] Mean shift: A robust approach toward feature space analysis
    Comaniciu, D
    Meer, P
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (05) : 603 - 619
  • [3] Automated seeds location for whole body NaFPET segmentation
    Grenier, T
    Revol-Muller, C
    Costes, N
    Janier, M
    Gimenez, G
    [J]. IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2005, 52 (05) : 1401 - 1405
  • [4] Matching of dental X-ray images for human identification
    Jain, AK
    Chen, H
    [J]. PATTERN RECOGNITION, 2004, 37 (07) : 1519 - 1532
  • [5] SNAKES - ACTIVE CONTOUR MODELS
    KASS, M
    WITKIN, A
    TERZOPOULOS, D
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) : 321 - 331
  • [6] Omachi S, 2007, INT C WAVEL ANAL PAT, P393
  • [7] Satake K., 2008, PRMU200815 IEICE
  • [8] Su T., 2005, PRMU2004168 IEICE
  • [9] Bilateral filtering for gray and color images
    Tomasi, C
    Manduchi, R
    [J]. SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION, 1998, : 839 - 846
  • [10] Yokoyama K., 2003, J COMPUTER AIDED DIA, V7, P48