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MODIFIED NLM MODEL FOR DESPECKLING ULTRASOUND IMAGES USING FCM CLUSTERING BASED PRE CLASSIFICATION AND RIBM

Speckle noise is an inherent characteristic of ultrasound which reduces the classification accuracy of computer aided diagnosis (CAD) systems. A modified non local means (NLM) filter for despeckling ultrasound images is proposed in this article. The proposed NLM model utilizes a preclassification me...

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Principais autores: K M Prabusankarlal, P Thirumoorthy, R Manavalan, R Sivaranjani
פורמט: Artigo
שפה:Inglês
יצא לאור: ICT Academy of Tamil Nadu 2018-02-01
סדרה:ICTACT Journal on Image and Video Processing
נושאים:
speckle noise
non local means
fuzzy c means
ultrasound
cad systems
גישה מקוונת:https://ictactjournals.in/paper/IJIVP_Vol_8_Iss_3_Paper_7_1708_1715.pdf
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