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
Link To Document :
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