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Despeckle Filtering for Ultrasound Imaging and Video - Algorithms and Software (Paperback, 2nd Revised edition) Loot Price: R1,216
Discovery Miles 12 160
Despeckle Filtering for Ultrasound Imaging and Video - Algorithms and Software (Paperback, 2nd Revised edition): Christos P...
Despeckle Filtering for Ultrasound Imaging and Video - Algorithms and Software (Paperback, 2nd Revised edition): Christos P...

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Despeckle Filtering for Ultrasound Imaging and Video - Algorithms and Software (Paperback, 2nd Revised edition)

Christos P Loizou, Constantinos S. Pattichis

Series: Synthesis Lectures on Algorithms and Software in Engineering

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Loot Price R1,216 Discovery Miles 12 160 | Repayment Terms: R113 pm x 12*

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It is well known that speckle is a multiplicative noise that degrades image and video quality and the visual expert's evaluation in ultrasound imaging and video. This necessitates the need for robust despeckling image and video techniques for both routine clinical practice and tele-consultation. The goal for this book (book 1 of 2 books) is to introduce the problem of speckle occurring in ultrasound image and video as well as the theoretical background (equations), the algorithmic steps, and the MATLABTM code for the following group of despeckle filters: linear filtering, nonlinear filtering, anisotropic diffusion filtering, and wavelet filtering. This book proposes a comparative evaluation framework of these despeckle filters based on texture analysis, image quality evaluation metrics, and visual evaluation by medical experts. Despeckle noise reduction through the application of these filters will improve the visual observation quality or it may be used as a pre-processing step for further automated analysis, such as image and video segmentation, and texture characterization in ultrasound cardiovascular imaging, as well as in bandwidth reduction in ultrasound video transmission for telemedicine applications. The aforementioned topics will be covered in detail in the companion book to this one. 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 books.

General

Imprint: Morgan and Claypool Life Sciences
Country of origin: United States
Series: Synthesis Lectures on Algorithms and Software in Engineering
Release date: April 2015
Authors: Christos P Loizou • Constantinos S. Pattichis
Dimensions: 235 x 187 x 14mm (L x W x T)
Format: Paperback
Pages: 180
Edition: 2nd Revised edition
ISBN-13: 978-1-62705-668-7
Barcode: 9781627056687
Categories: Promotions
Books > Computing & IT > General theory of computing
Books > Computing & IT > General theory of computing > General
LSN: 1-62705-668-8

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