Cardiac CT Image Enhancement for 3D Heart Registration and Visualization

被引:0
|
作者
Leventic, Hrvoje [1 ]
Livada, Caslav [1 ]
Galic, Irena [1 ]
机构
[1] Univ Osijek, Fac Elect Engn, Kneza Trpimira 2b, Osijek, Croatia
关键词
3D Heart Registration; 3D Visualization; Active Contour Models; Spatial Pixel Profiles; PROGNOSTIC VALUE;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Cardiac CT imaging has been established as one of the most valuable tools in diagnosis and treatment of cardio vascular diseases. Modern CT imaging devices provide a significant amount of data with high precision. However, resulting CT images can often suffer from significant quality degradations, especially in the preferable case of low level of radiation. Such degradations can complicate the registration and visualization processes, thus making it harder for medical doctors to analyze the acquired data. The goal of this paper is to propose a method for the enhancement of input CT data based on Multiscale Wavelet Decomposition and Spatial Pixel Profiling in 2D slices. Proposed methods are used as preprocessing steps on input CT data, preparing the data for segmentation and registration using Active Contour Models segmentation method. This paper displays the benefits of such approach for the purpose of 3D reconstruction.
引用
收藏
页码:229 / 232
页数:4
相关论文
共 50 条
  • [41] Pulmonary CT image registration and warping for tracking tissue deformation during the respiratory cycle through 3D consistent image registration
    Li, Baojun
    Christensen, Gary E.
    Hoffman, Eric A.
    McLennan, Geoffrey
    Reinhardt, Joseph M.
    MEDICAL PHYSICS, 2008, 35 (12) : 5575 - 5583
  • [42] Echocardiography to Cardiac CT Image Registration Spatial and Temporal Registration of the 2D Planar Echocardiography Images with Cardiac CT Volume
    Khalil, Azira
    Liew, Yih Miin
    Ng, Siew Cheok
    Lai, Khin Wee
    Hum, Yan Chai
    2016 IEEE 18TH INTERNATIONAL CONFERENCE ON E-HEALTH NETWORKING, APPLICATIONS AND SERVICES (HEALTHCOM), 2016, : 574 - 578
  • [43] An automatic approach for 3D registration of CT scans
    Hu, Yang
    Saber, Eli
    Dianat, Sohail
    Vantaram, Sreenath Rao
    Abhyankar, Vishwas
    IMAGE PROCESSING: ALGORITHMS AND SYSTEMS X AND PARALLEL PROCESSING FOR IMAGING APPLICATIONS II, 2012, 8295
  • [44] Registration of 3D CT angiography and cardiac MR images in coronary artery disease patients
    Bernhard Sturm
    Kimerly A. Powell
    Arthur E. Stillman
    Richard D. White
    The International Journal of Cardiovascular Imaging, 2003, 19 : 281 - 293
  • [45] Registration of 3D CT angiography and cardiac MR images in coronary artery disease patients
    Sturm, B
    Powell, KA
    Stillman, AE
    White, RD
    INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING, 2003, 19 (04): : 281 - 293
  • [46] Mutifractals based multimodal 3D image registration
    Palanivel, Dhevendra Alagan
    Natarajan, Sivakumaran
    Gopalakrishnan, Sainarayanan
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2019, 47 : 126 - 136
  • [47] A CHC evolutionary algorithm for 3D image registration
    Cordón, O
    Damas, S
    Santamaría, J
    FUZZY SETS AND SYSTEMS - IFSA 2003, PROCEEDINGS, 2003, 2715 : 404 - 411
  • [48] Fast GPU 3D diffeomorphic image registration
    Brunn, Malte
    Himthani, Naveen
    Biros, George
    Mehl, Miriam
    Mang, Andreas
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2021, 149 : 149 - 162
  • [49] Graphical 3D medical image registration and quantification
    Farrell E.J.
    Gorniak R.J.T.
    Kramer E.L.
    Noz M.E.
    Maguire G.Q. Jr.
    Reddy D.P.
    Journal of Medical Systems, 1997, 21 (3) : 155 - 172
  • [50] Segmentation-Free MRI to CT 3D Registration for Cardiac Resynchronization Therapy Optimization
    Betancur, Julian
    Simon, Antoine
    Tavard, Francois
    Langella, Bernard
    Leclercq, Christophe
    Garreau, Mireille
    2012 COMPUTING IN CARDIOLOGY (CINC), VOL 39, 2012, 39 : 701 - 704