• DocumentCode
    1427840
  • Title

    Image-based cardiac phase retrieval in intravascular ultrasound sequences

  • Author

    Hernàndez-Sabaté, Aura ; Gil, Debora ; Garcia-Barnés, Jaume ; Martí, Enric

  • Author_Institution
    Comput. Vision Center & Dept. of Comput. Sci., Univ. Autonoma de Barcelona, Bellaterra, Spain
  • Volume
    58
  • Issue
    1
  • fYear
    2011
  • fDate
    1/1/2011 12:00:00 AM
  • Firstpage
    60
  • Lastpage
    72
  • Abstract
    Longitudinal motion during in vivo pullbacks acquisition of intravascular ultrasound (IVUS) sequences is a major artifact for 3-D exploring of coronary arteries. Most current techniques are based on the electrocardiogram (ECG) signal to obtain a gated pullback without longitudinal motion by using specific hardware or the ECG signal itself. We present an image-based approach for cardiac phase retrieval from coronary IVUS sequences without an ECG signal. A signal reflecting cardiac motion is computed by exploring the image intensity local mean evolution. The signal is filtered by a band-pass filter centered at the main cardiac frequency. Phase is retrieved by computing signal extrema. The average frame processing time using our setup is 36 ms. Comparison to manually sampled sequences encourages a deeper study comparing them to ECG signals.
  • Keywords
    band-pass filters; biomedical ultrasonics; cardiovascular system; electrocardiography; image motion analysis; image retrieval; image sequences; medical image processing; ultrasonic imaging; 3-D exploring; ECG; band-pass filter; cardiac motion; cardiac phase retrieval; coronary arteries; electrocardiogram signal; image intensity local mean evolution; image-based cardiac phase retrieval; in vivo pullbacks acquisition; intravascular ultrasound sequences; longitudinal motion; signal extrema; time 36 ms; Band pass filters; Electrocardiography; Harmonic analysis; Optical filters; Pixel; Power harmonic filters; Algorithms; Artifacts; Electrocardiography; Heart; Humans; Image Processing, Computer-Assisted; Movement; Reproducibility of Results; Signal Processing, Computer-Assisted; Ultrasonography, Interventional;
  • fLanguage
    English
  • Journal_Title
    Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-3010
  • Type

    jour

  • DOI
    10.1109/TUFFC.2011.1774
  • Filename
    5688401