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Perfusion Analysis of Nonlinear Liver Ultrasound Images Based on Nonlinear Matrix Diffusion
- Source :
- Lecture Notes in Computer Science ISBN: 9783540255475, Scale-Space
- Publication Year :
- 2005
- Publisher :
- Springer Berlin Heidelberg, 2005.
-
Abstract
- Doppler has been used for many years for cardiovascular exploration in order to visualize vessel walls as well as anatomical or functional diseases. The use of ultrasound contrast agents makes it possible to improve ultrasonic information. Recently, nonlinear imaging has emerged as a powerful tool for characterizing pathologies by studying their perfusion. In this paper, we present a new method for estimating the perfusion parameter over a sliding window in order to accurately characterize liver lesions from two-dimensional nonlinear ultrasound images. This method is inspired by the Lucas and Kanade Algorithm coupled with coherence enhancing diffusion in order to suppress the speckle and transparent motions due to the presence of contrast agents.
- Subjects :
- Computer science
business.industry
Ultrasound
Image processing
Structure tensor
Ultrasonic imaging
Myocardial contrast echocardiography
Speckle pattern
Nonlinear system
Interferometry
symbols.namesake
symbols
Coherence (signal processing)
Computer vision
Ultrasonic sensor
Artificial intelligence
business
Perfusion
Doppler effect
Subjects
Details
- ISBN :
- 978-3-540-25547-5
- ISBNs :
- 9783540255475
- Database :
- OpenAIRE
- Journal :
- Lecture Notes in Computer Science ISBN: 9783540255475, Scale-Space
- Accession number :
- edsair.doi...........e13ef4b0f2579276eb260829e27d351b