Abstract | ||
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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 |
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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-Elmoniem | 1 | 142 | 15.09 |
Y. M. Kadah | 2 | 192 | 18.80 |
Abou-Bakr M Youssef | 3 | 182 | 15.81 |