Automatic Image-Based Cardiac and Respiratory Cycle Synchronization and Gating of Image Sequences

被引:0
|
作者
Sundar, Hari [1 ]
Khamene, Ali [1 ]
Yatziv, Liron [1 ]
Xu, Chenyang [1 ]
机构
[1] Siemens Corp Res, Princeton, NJ USA
关键词
MOTION;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We propose a novel method to detect the current state of the quasi-periodic system from image sequences which in turn will enable us to synchronize/gate the image sequences to obtain images of the organ system at similar configurations. The method uses the cumulated phase shift in the spectral domain of successive image frames as a measure of the net motion of objects in the scene. The proposed method is applicable to 2D and 3D time varying sequences and is not specific to the imaging modality. We demonstrate its effectiveness on X-Ray Angiographic and Cardiac and Liver Ultrasound sequences. Knowledge of the current (cardiac or respiratory) phase of the system, opens up the possibility for a purely image based cardiac and respiratory gating scheme for interventional and radiotherapy procedures.
引用
收藏
页码:381 / 388
页数:8
相关论文
共 50 条
  • [21] Automatic Cataract Diagnosis by Image-Based Interpretability
    Li, Jianqiang
    Xu, Xi
    Guan, Yu
    Imran, Azhar
    Liu, Bo
    Zhang, Li
    Yang, Ji-jiang
    Wang, Qing
    Xie, Liyang
    2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2018, : 3964 - 3969
  • [22] Automatic image-based pencil sketch rendering
    Wang, J
    Bao, HJ
    Zhou, WH
    Peng, QH
    Xu, YQ
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2002, 17 (03) : 347 - 355
  • [23] An image-based automatic Arabic translation system
    Chang, Yi
    Chen, Datong
    Zhang, Ying
    Yang, Jie
    PATTERN RECOGNITION, 2009, 42 (09) : 2127 - 2134
  • [24] Automatic camera placement for image-based modeling
    Fleishman, S
    Cohen-Or, D
    Lischinski, D
    COMPUTER GRAPHICS FORUM, 2000, 19 (02) : 101 - 110
  • [25] Automatic image-based pedicle screw planning
    Kausch, Lisa
    Scherer, Moritz
    Thomas, Sarina
    Klein, Andre
    Isensee, Fabian
    Maier-Hein, Klaus
    MEDICAL IMAGING 2021: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2021, 11598
  • [26] Automatic image-based pencil sketch rendering
    Jin Wang
    Hujun Bao
    Weihua Zhou
    Qunsheng Peng
    Xu Yingqing
    Journal of Computer Science and Technology, 2002, 17 : 347 - 355
  • [27] Ultrasound Image-based Respiratory Motion Tracking
    Hwang, Youngkyoo
    Kim, Jung-Bae
    Kim, Yong Sun
    Bang, Won-Chul
    Kim, James D. K.
    Kim, ChangYeong
    MEDICAL IMAGING 2012: ULTRASONIC IMAGING, TOMOGRAPHY, AND THERAPY, 2012, 8320
  • [28] Manifold learning for image-based breathing gating in ultrasound and MRI
    Wachinger, Christian
    Yigitsoy, Mehmet
    Rijkhorst, Erik-Jan
    Navab, Nassir
    MEDICAL IMAGE ANALYSIS, 2012, 16 (04) : 806 - 818
  • [29] Image-based frame gating of IVUS pullbacks: A surrogate for ECG
    O'Malley, Sean M.
    Carlier, Stephane G.
    Naghavi, Morteza
    Kakadiaris, Ioannis A.
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, : 433 - +
  • [30] Influence of image artifacts on image-based computer simulations of the cardiac electrophysiology
    Kruithof, E.
    Amirrajab, S.
    Cluitmans, M. J. M.
    Lau, K. D.
    Breeuwer, M.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 137