Title
Real time adaptive ultrasound speckle reduction and coherence enhancement
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
Year
DOI
Venue
2000
10.1109/ICIP.2000.900922
Image Processing, 2000. Proceedings. 2000 International Conference
Keywords
Field
DocType
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
Anisotropic diffusion,Noise reduction,Computer vision,Speckle pattern,Computer science,Image quality,Coherence (physics),Artificial intelligence,Adaptive filter,Speckle noise,Image resolution
Conference
Volume
ISSN
ISBN
1
1522-4880
0-7803-6297-7
Citations 
PageRank 
References 
5
2.06
3
Authors
3
Name
Order
Citations
PageRank
Khaled Z. Abd-Elmoniem114215.09
Y. M. Kadah219218.80
Abou-Bakr M Youssef318215.81