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Titlebook: Smart Algorithms for Multimedia and Imaging; Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail Book 2021 Springer Nature Switzerland AG 2

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书目名称Smart Algorithms for Multimedia and Imaging
编辑Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail
视频video
概述Explains digital techniques for digital cameras, camcorders, TV, mobile devices;.Offers essential algorithms for the processing pipeline in multimedia devices and accompanying software tools;.Features
丛书名称Signals and Communication Technology
图书封面Titlebook: Smart Algorithms for Multimedia and Imaging;  Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail  Book 2021 Springer Nature Switzerland AG 2
描述This book presents prospective, industrially proven methods and software solutions for storing, processing, and viewing multimedia content on digital cameras, camcorders, TV, and mobile devices. Most of the algorithms described here are implemented as systems on chip firmware or as software products and have low computational complexity and memory consumption. In the four parts of the book, which contains a total of 16 chapters, the authors address solutions for the conversion of images and videos by super-resolution, depth estimation and control and mono-to-stereo (2D to 3D) conversion; display applications by video editing; the real-time detection of sport episodes; and the generation and reproduction of natural effects. The practical principles of machine learning are illustrated using technologies such as image classification as a service, mobile user profiling, and automatic view planning with dictionary-based compressed sensing in magnetic resonance imaging. The implementation ofthese technologies in mobile devices is discussed in relation to algorithms using a depth camera based on a colour-coded aperture, the animated graphical abstract of an image, a motion photo, and appr
出版日期Book 2021
关键词Image and video super-resolution; depth estimation and control; motion vector estimation; visual lossle
版次1
doihttps://doi.org/10.1007/978-3-030-66741-2
isbn_softcover978-3-030-66743-6
isbn_ebook978-3-030-66741-2Series ISSN 1860-4862 Series E-ISSN 1860-4870
issn_series 1860-4862
copyrightSpringer Nature Switzerland AG 2021
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