Method and architecture for quantification of bone structure using microscopic image slices

被引:0
作者
Krishnan, Sunderam [1 ]
Agaian, Sos [1 ]
Mecke, Dana
Montelongo, Sergio Alejandro
Wang Xiaodu
机构
[1] Univ Texas San Antonio, Dept Elect & Comp Engn, 1 UTSA Circle, San Antonio, TX 78249 USA
来源
IMAGE PROCESSING: ALGORITHMS AND SYSTEMS XI | 2013年 / 8655卷
关键词
3D; Trabecular Bone; Image Enhancement; Microscopic Images;
D O I
10.1117/12.2005120
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
This paper presents a new system that reconstructs, visualizes and classifies trabecular bone structure by using microscopic image slices. In this study, we evaluated the structure of a trabecular bone using 3D X-ray imaging after passing through the special image enhancement and de-nosing algorithms. We propose a new simple imaging technique tool for the quantification of structural changes within the micro architecture of human bones by enhancing the characteristics attributes of the bone architecture from mu-CT scans. Computer simulation illustrates that the presented imaging technique has the potential to become a powerful tool to investigate the structure of trabeculae during in vivo measurements.
引用
收藏
页数:12
相关论文
共 23 条
  • [1] Agaian S. S., 2010, P SPIE
  • [2] Agaian S. S., IASTED INT C SIGN PR
  • [3] Transform-based image enhancement algorithms with performance measure
    Agaian, SS
    Panetta, K
    Grigoryan, AM
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (03) : 367 - 382
  • [4] Robust anisotropic diffusion
    Black, MJ
    Sapiro, G
    Marimont, DH
    Heeger, D
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (03) : 421 - 432
  • [5] Blum H., 1976, MODELS PERCEPTION SP
  • [6] Image contrast enhancement based on a histogram transformation of local standard deviation
    Chang, DC
    Wu, WR
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 1998, 17 (04) : 518 - 531
  • [7] Image denoising and segmentation via nonlinear diffusion
    Chen, YM
    Vemuri, BC
    Wang, L
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2000, 39 (5-6) : 131 - 149
  • [8] de Castro F., 2008, INCREASE IMAGE RESOL
  • [9] Depypere M., 2010, SKYSC MICROCT SCAN U
  • [10] Robust 3D reconstruction and identification of dendritic spines from optical microscopy imaging
    Janoos, Firdaus
    Mosaliganti, Kishore
    Xu, Xiaoyin
    Machiraju, Raghu
    Huang, Kun
    Wong, Stephen T. C.
    [J]. MEDICAL IMAGE ANALYSIS, 2009, 13 (01) : 167 - 179