Title :
Filtering echocardiographic image sequences in frequency domain
Author :
Plebe, Alessio ; Gallo, Giovanni
Author_Institution :
Dept. of Math. & Inf., Catania Univ., Italy
Abstract :
This work describes a new method for filtering echocardiographic image sequences, based on the assumption of an almost periodic motion of the cardiac wall. Exploiting the knowledge of the regular motion of the heart can be advantageous with respect to classical filtering methods where no assumption is made on the image dynamics. From the ideal model of a pulsing ring, a mathematical description of the corresponding gray level pattern in time has been derived, and a peculiar feature in the frequency domain has been observed. This feature has been used as the discriminating function in enhancing pixels with higher probability of lying on the ventricular wall trajectory
Keywords :
echocardiography; filtering theory; frequency-domain analysis; image enhancement; image sequences; medical image processing; cardiac wall periodic motion; discriminating function; echocardiographic image sequence filtering; frequency domain; gray level pattern; image dynamics; pixel enhancement; pulsing ring model; regular heart motion; ventricular wall trajectory; Echocardiography; Filtering; Frequency domain analysis; Heart; Image processing; Image sequences; Kinetic theory; Layout; Mathematical model; Noise reduction;
Conference_Titel :
Image and Signal Processing and Analysis, 2001. ISPA 2001. Proceedings of the 2nd International Symposium on
Conference_Location :
Pula
Print_ISBN :
953-96769-4-0
DOI :
10.1109/ISPA.2001.938634