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Speckle reduction based on Wiener filter in ultrasound images
- Source :
- EMBC
- Publication Year :
- 2015
- Publisher :
- IEEE, 2015.
-
Abstract
- In this manuscript, a technique for speckle noise reduction in ultrasound images is presented. The method exploits Wiener filter and is able to take into account spatial correlation among noise samples. With respect to classical Wiener filter approach developed in independence hypothesis, the methodology is able to sensibly improve filtering performances, at the cost of no computational time increase. Results on realistic simulated datasets are reported, showing the effectiveness of the approach.
- Subjects :
- Databases, Factual
Computer science
Biomedical Engineering
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Health Informatics
High-Energy Shock Waves
Reduction (complexity)
symbols.namesake
Image Processing, Computer-Assisted
Calibration
Humans
Signal Processing
Ultrasonics
Computer vision
Independence (probability theory)
Probability
Ultrasonography
Fourier Analysis
Phantoms, Imaging
business.industry
Ultrasound
Wiener filter
Signal Processing, Computer-Assisted
Speckle noise
Filter (signal processing)
Magnetic Resonance Imaging
Noise
Fourier analysis
symbols
Artificial intelligence
business
Algorithm
Algorithms
Software
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- Accession number :
- edsair.doi.dedup.....77c9a2692cc7bf9ce6100e14f2b2c45f
- Full Text :
- https://doi.org/10.1109/embc.2015.7319039