Title :
Real time adaptive ultrasound speckle reduction and coherence enhancement
Author :
Abd-Elmoniem, Khaled Z. ; Kadah, Yasser M. ; Youssef, Abou-Bakr M.
Author_Institution :
Dept. of Syst. & Biomed. Eng., Cairo Univ., Egypt
Abstract :
We present a novel approach for speckle reduction and coherence enhancement of ultrasound images. The algorithm maximally low-pass filters those parts of the image which correspond to fully developed speckle, while substantially preserving information associated with resolved-object structure. The proposed algorithm is based on coherent anisotropic diffusion with an efficient discretization scheme that could be used as a preprocessing step for online visualization of ultrasound images even when it is implemented on a PC based system. It is shown experimentally that this technique produces superior results when compared to the results obtained from similar methods
Keywords :
adaptive signal processing; biomedical ultrasonics; coherence; image enhancement; interference suppression; low-pass filters; medical image processing; real-time systems; speckle; algorithm maximally low-pass filters; coherence enhancement; coherent anisotropic diffusion; discretization scheme; online visualization; preprocessing step; real time adaptive ultrasound speckle reduction; resolved-object structure; ultrasound images; Adaptive filters; Anisotropic magnetoresistance; Degradation; Image quality; Image resolution; Noise reduction; Speckle; Transducers; Ultrasonic imaging; Wiener filter;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.900922