书目名称 | Despeckle Filtering for Ultrasound Imaging and Video, Volume I | 副标题 | Algorithms and Softw | 编辑 | Christos P. Loizou,Constantinos S. Pattichis | 视频video | | 丛书名称 | Synthesis Lectures on Algorithms and Software in Engineering | 图书封面 |  | 描述 | 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 fo | 出版日期 | Book 2015Latest edition | 版次 | 2 | doi | https://doi.org/10.1007/978-3-031-01523-6 | isbn_softcover | 978-3-031-00395-0 | isbn_ebook | 978-3-031-01523-6Series ISSN 1938-1727 Series E-ISSN 1938-1735 | issn_series | 1938-1727 | copyright | Springer Nature Switzerland AG 2015 |
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