Title :
A Speckle Reduction and Characteristic Enhancement Algorithm to Ultrasonic Image Based on Wavelet Technology
Author :
Li Yue-qin ; Li Jin-ping ; Han Lei
Author_Institution :
Inf. Coll., Beijing Union Univ., Beijing, China
Abstract :
The inherent characteristic of ultrasonic and the application environment make ultrasonic image have some defects: image with speckle noise, edge blur and low contrast. In order to reduce the speckle noise and enhance the image characteristics, a speckle reduction and characteristic enhancement anisotropic diffusion algorithm is proposed based on the wavelet technology in this paper. The algorithm and parameters choice and algorithm realization steps had been analyzed and illuminated particularly. A compare research experiment for real ultrasonic image has been done using the algorithm and other traditional methods. The experimental result indicates that the proposed algorithm has strong speckle reduction and enhancement image ability. The purpose of removing speckle noise and enhancing image characteristics at same time has been reached.
Keywords :
image enhancement; image resolution; ultrasonic imaging; wavelet transforms; anisotropic diffusion algorithm; characteristic enhancement algorithm; speckle reduction algorithm; ultrasonic image; wavelet technology; anisotropic diffusion; characteristic enhancement; speckle noise; ultrasonic image; wavelet;
Conference_Titel :
Optoelectronics and Image Processing (ICOIP), 2010 International Conference on
Conference_Location :
Haiko
Print_ISBN :
978-1-4244-8683-0
DOI :
10.1109/ICOIP.2010.309