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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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Michael N. Rychagov,Ekaterina V. Tolstaya,Mikhail 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
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Image Classification as a Service,ations, data collection and annotation, metrics and evaluation procedures; we review different model training approaches and model training frameworks. Finally, we describe the model deployment process.
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Visually Lossless Colour Compression Technology,ing video signal for the different types of scenes, has low complexity, and is optimized for hardware implementation and integration because of the fixed bitrate per small part of the image, real-time execution, and low signal delay.
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Book 2021cameras, 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 addre
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Mobile User Profiling, chapter contains a brief introduction to the development of such methods. Subsequently, we discuss architecture and implementation features of a system that allows one to collect mobile user data for analysis and developing behaviour-based profiles of mobile users.
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