Comparison of Reconstruction Strategies of Compressive Sensing Applied to Ultrasound Images

Ultrasound medical images are important for medical diagnose. The method allows the real-time visualization of organs of the body and it is not invasive. In this study, a comparison of reconstruction greedy search methods, used in compressive sensing, is performed. The methods and the algorithms...

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主要作者: TOLEDO, ERICK
其他作者: Ochoa Dominguez, Humberto De Jesus, RODRÍGUEZ, LEANDRO JOSÉ, Torres, Vianey
格式: Capítulo de libro
语言:English
出版: SPRINGER 2018
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在线阅读:https://books.google.com.mx/books?id=LyFzDwAAQBAJ&dq=info:JeA6b3CJafMJ:scholar.google.com&lr=&source=gbs_navlinks_s
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总结:Ultrasound medical images are important for medical diagnose. The method allows the real-time visualization of organs of the body and it is not invasive. In this study, a comparison of reconstruction greedy search methods, used in compressive sensing, is performed. The methods and the algorithms are explained and experiments are carried out in synthetic and measured data. Result show that the orthogonal matching pursuit outperforms the other methods in the greedy search classification.