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Despeckle Filtering for Ultrasound Imaging and Video, Volume II: Selected Applications, Second Edition: 2 (Synthesis Lectures on Algorithms and Software in Engineering) - Tapa blanda
- EditorialSpringer
- Año de publicación2015
- ISBN 10 3031003969
- ISBN 13 9783031003967
- EncuadernaciónTapa blanda
- Número de edición2
- Número de páginas184
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Despeckle Filtering for Ultrasound Imaging and Video, Volume II: Selected Applications, Second Edition (Synthesis Lectures on Algorithms and Software in Engineering) by Loizou, Christos P., Pattichis, Constantinos S. [Paperback ]
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Despeckle Filtering for Ultrasound Imaging and Video, Volume II: Selected Applications, Second Edition (Synthesis Lectures on Algorithms and Software in Engineering)
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(2015)
ISBN 10: 3031003969
ISBN 13: 9783031003967
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Despeckle Filtering for Ultrasound Imaging and Video; Volume II : Selected Applications; Second Edition
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ISBN 13: 9783031003967
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Despeckle Filtering for Ultrasound Imaging and Video, Volume II : Selected Applications, Second Edition
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Springer 2015-08
(2015)
ISBN 10: 3031003969
ISBN 13: 9783031003967
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Despeckle Filtering for Ultrasound Imaging and Video, Volume II
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Springer International Publishing Aug 2015
(2015)
ISBN 10: 3031003969
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Descripción Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In ultrasound imaging and video visual perception is hindered by speckle multiplicative noise that degrades the quality. Noise reduction is therefore essential for improving the visual observation quality or as a pre-processing step for further automated analysis, such as image/video segmentation, texture analysis and encoding in ultrasound imaging and video. The goal of the first book (book 1 of 2 books) was to introduce the problem of speckle in ultrasound image and video as well as the theoretical background, algorithmic steps, and the MatlabTM for the following group of despeckle filters: linear despeckle filtering, non-linear despeckle filtering, diffusion despeckle filtering, and wavelet despeckle filtering. The goal of this book (book 2 of 2 books) is to demonstrate the use of a comparative evaluation framework based on these despeckle filters (introduced on book 1) on cardiovascular ultrasound image and video processing and analysis. More specifically, the despeckle filtering evaluation framework is based on texture analysis, image quality evaluation metrics, and visual evaluation by experts. This framework is applied in cardiovascular ultrasound image/video processing on the tasks of segmentation and structural measurements, texture analysis for differentiating between two classes (i.e. normal vs disease) and for efficient encoding for mobile applications. It is shown that despeckle noise reduction improved segmentation and measurement (of tissue structure investigated), increased the texture feature distance between normal and abnormal tissue, improved image/video quality evaluation and perception and produced significantly lower bitrates in video encoding. Furthermore, in order to facilitate further applications we have developed in MATLABTM two different toolboxes that integrate image (IDF) and video (VDF) despeckle filtering, texture analysis, and image and video quality evaluation metrics. The code for these toolsets is open source and these are available to download complementary to the two monographs. 184 pp. Englisch. Nº de ref. del artículo: 9783031003967
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Despeckle Filtering for Ultrasound Imaging and Video, Volume II : Selected Applications, Second Edition
Publicado por
Springer International Publishing
(2015)
ISBN 10: 3031003969
ISBN 13: 9783031003967
Nuevo
Taschenbuch
Cantidad disponible: 1
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Valoración
Descripción Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - In ultrasound imaging and video visual perception is hindered by speckle multiplicative noise that degrades the quality. Noise reduction is therefore essential for improving the visual observation quality or as a pre-processing step for further automated analysis, such as image/video segmentation, texture analysis and encoding in ultrasound imaging and video. The goal of the first book (book 1 of 2 books) was to introduce the problem of speckle in ultrasound image and video as well as the theoretical background, algorithmic steps, and the MatlabTM for the following group of despeckle filters: linear despeckle filtering, non-linear despeckle filtering, diffusion despeckle filtering, and wavelet despeckle filtering. The goal of this book (book 2 of 2 books) is to demonstrate the use of a comparative evaluation framework based on these despeckle filters (introduced on book 1) on cardiovascular ultrasound image and video processing and analysis. More specifically, the despeckle filtering evaluation framework is based on texture analysis, image quality evaluation metrics, and visual evaluation by experts. This framework is applied in cardiovascular ultrasound image/video processing on the tasks of segmentation and structural measurements, texture analysis for differentiating between two classes (i.e. normal vs disease) and for efficient encoding for mobile applications. It is shown that despeckle noise reduction improved segmentation and measurement (of tissue structure investigated), increased the texture feature distance between normal and abnormal tissue, improved image/video quality evaluation and perception and produced significantly lower bitrates in video encoding. Furthermore, in order to facilitate further applications we have developed in MATLABTM two different toolboxes that integrate image (IDF) and video (VDF) despeckle filtering, texture analysis, and image and video quality evaluation metrics. The code for these toolsets is open source and these are available to download complementary to the two monographs. Nº de ref. del artículo: 9783031003967
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Despeckle Filtering for Ultrasound Imaging and Video, Volume II
Publicado por
Springer, Berlin|Springer International Publishing|Morgan & Claypool|Springer
(2015)
ISBN 10: 3031003969
ISBN 13: 9783031003967
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Descripción Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. In ultrasound imaging and video visual perception is hindered by speckle multiplicative noise that degrades the quality. Noise reduction is therefore essential for improving the visual observation quality or as a pre-processing step for further automated an. Nº de ref. del artículo: 608128826
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