carotid artery wall motion estimation from consecutive ultrasonic images: comparison between block-matching and maximum-gradient algorithms
نویسندگان
چکیده
background: radial movement of the arterial wall is a well-known indicator of the mechanical properties of arteries in arterial disease examinations. in the present study, two different motion estimation methods, based on the block-matching and maximum-gradient algorithms, were examined to extract the radial displacement of the carotid artery wall. methods: each program was separately implemented to the same axial consecutive ultrasound images of the carotid artery of 10 healthy men, and the radial displacement waveform of this artery was extracted during two cardiac cycles. the results of the two methods were compared using the linear regression and bland-altman statistical analyses. the maximum and mean displacements traced by the block-matching algorithm were compared with the same parameters traced by the maximum-gradient algorithm. the frame numbers in which the maximum displacement of the wall occurred were compared too. results: there were no significant differences between the maximum and the mean displacements traced by the block-matching algorithm and the same parameters traced by the maximum-gradient algorithm according to the pair t-test analysis (p value > 0.05). there was a significant correlation between the radial movement of the common carotid artery measured with the block-matching and maximum-gradient methods (with a correlation coefficient of 0.89 and p value < 0.05). the bland-altman analysis results confirmed a good agreement between the two methods in measuring the radial movement, with a mean difference and limits of agreement of 0.044 ± 0.038. the results showed that both methods found the maximum displacement occurring in the same frame. conclusion: both block-matching and maximum-gradient algorithms can be used to extract the radial displacement of the carotid artery wall and in addition, with respect to the pixel size as error, the same results can be obtained.
منابع مشابه
Carotid Artery Wall Motion Estimation from Consecutive Ultrasonic Images: Comparison between Block-Matching and Maximum-Gradient Algorithms
BACKGROUND Radial movement of the arterial wall is a well-known indicator of the mechanical properties of arteries in arterial disease examinations. In the present study, two different motion estimation methods, based on the block-matching and maximum-gradient algorithms, were examined to extract the radial displacement of the carotid artery wall. METHODS Each program was separately implement...
متن کاملExtraction of the Longitudinal Movement of the Carotid Artery Wall using Consecutive Ultrasonic Images: a Block Matching Algorithm
Introduction: In this study, a computer analysis method based on a block matching algorithm is presented to extract the longitudinal movement of the carotid artery wall using consecutive ultrasonic images. A window (block) is selected as the reference block in the first frame and the most similar block to the reference one is found in the subsequent frames. Material and Methods: The program was...
متن کاملextraction of the longitudinal movement of the carotid artery wall using consecutive ultrasonic images: a block matching algorithm
introduction: in this study, a computer analysis method based on a block matching algorithm is presented to extract the longitudinal movement of the carotid artery wall using consecutive ultrasonic images. a window (block) is selected as the reference block in the first frame and the most similar block to the reference one is found in the subsequent frames. material and methods: the program was...
متن کاملMotion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method
The movement of the common carotid artery (CCA) vessel wall has been well accepted as one important indicator of atherosclerosis, but it is still one challenge to estimate the motion of vessel wall from ultrasound images. In this paper, a robust H∞ filter was incorporated with block matching (BM) method to estimate the motion of carotid arterial wall. The performance of our method was compared ...
متن کاملComparison of Fast Block Matching Algorithms for Motion Estimation
This paper is a review of the block matching algorithms used for motion estimation in video compression. It implements and compares several different types of block matching algorithms that ranges from the very basic Exhaustive Search to the recent fast adaptive algorithms like Adaptive Rood pattern Search Algorithm. The algorithms that are evaluated in this paper are widely accepted by the vid...
متن کاملTrends in Block-matching Motion Estimation Algorithms
Introduction The primary design objective in video compression is to minimize the average number of bits used to represent a video-sequence in digital form while maintaining sufficient video quality. The high degree of redundancy that exists between successive frames of video sequences makes it possible to achieve high compression ratios. In order to exploit the spatial and temporal redundancy ...
متن کاملمنابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
the journal of tehran university heart centerجلد ۶، شماره ۲، صفحات ۷۲-۷۸
کلمات کلیدی
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023