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Fast Prototype Base...
Fast Prototype Based Noise Reduction
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- Tibell, Kajsa (author)
- Sapheneia Commercial Products AB, Linköping, Sweden
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- Spies, Hagen (author)
- Sapheneia Commercial Products AB, Linköping, Sweden
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- Borga, Magnus (author)
- Linköpings universitet,Medicinsk informatik,Tekniska högskolan
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(creator_code:org_t)
- 1
- Berlin, Heidelberg : Springer Berlin/Heidelberg, 2009
- 2009
- English.
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In: Image Analysis. - Berlin, Heidelberg : Springer Berlin/Heidelberg. - 9783642022296 - 9783642022302 ; , s. 159-168
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Abstract
Subject headings
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- This paper introduces a novel method for noise reduction in medical images based on concepts of the Non-Local Means algorithm. The main objective has been to develop a method that optimizes the processing speed to achieve practical applicability without compromising the quality of the resulting images. A database consisting of prototypes, composed of pixel neighborhoods originating from several images of similar motif, has been created. By using a dedicated data structure, here Locality Sensitive Hashing (LSH), fast access to appropriate prototypes is granted. Experimental results show that the proposed method can be used to provide noise reduction with high quality results in a fraction of the time required by the Non-local Means algorithm.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Medicinsk bioteknologi -- Biomedicinsk laboratorievetenskap/teknologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Medical Biotechnology -- Biomedical Laboratory Science/Technology (hsv//eng)
Keyword
- Image Noise Reduction
- Prototype
- Non-Local
- Medical informatics
- Medicinsk informatik
Publication and Content Type
- ref (subject category)
- kon (subject category)
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