Estimation of acoustic impedance from multiple ultrasound images with application to spatial compounding
Date
2008
Authors
Wachinger, Christian
Shams, Ramtin
Navab, Nassir
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Publisher
Institute of Electrical and Electronics Engineers (IEEE Inc)
Abstract
Reflection of sound waves, due to acoustic impedance mismatch at the interface of two media, is the principal physical property which allows visualization with ultrasound. In this paper, we investigate reconstruction of the acoustic impedance from ultrasound images for the first time. Similar to spatial compounding, we combine multiple images to improve the estimation. We use phase information to determine regions of high reflection from an ultrasound image. We model the physical imaging process with an emphasis on the reflection of sound waves. The model is used in computing the acoustic impedance (up to a scale) from areas of high reflectivity. The acoustic impedance image can either be directly visualized or be used in simulation of ultrasound images from an arbitrary point of view. The experiments performed on in-vitro and in-vivo data show promising results.
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Keywords
Keywords: Acoustic impedance measurement; Acoustic waves; Acoustics; Artificial intelligence; Computer vision; Estimation; Feature extraction; Image enhancement; Image processing; Pattern recognition; Phase interfaces; Reflection; Surface chemistry; Ultrasonic imag
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Source
Proceedings of the Computer Vision and Pattern Recognition Workshops (CVPRW 2008)
Type
Conference paper
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Restricted until
2037-12-31
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