Smart Algorithms for Multimedia and Imaging (Record no. 78456)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04664nam a22005895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-030-66741-2 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220801220331.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210505s2021 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783030667412 |
| -- | 978-3-030-66741-2 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 621.382 |
| 245 10 - TITLE STATEMENT | |
| Title | Smart Algorithms for Multimedia and Imaging |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XIV, 433 p. 278 illus., 217 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Signals and Communication Technology, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction -- Part I: Image and Video Conversion (VC) -- Image and Video Super-resolution -- Depth Estimation and Control -- Motion Vector Estimation -- Quick 3D: 2D to 3D Conversion -- Visual Lossless Color Compression Technology -- Part II: TV and Display Applications (TVD) -- On-screen Display Detection (OSD) -- Adaptive Content Analysis -- Natural Effects Generation and Reproducing -- Part III: ML and AI (ML-AI) -- Location Mining -- Image Categorization in the Cloud -- General Purpose Machine -- Learning (ML) Platform and ML Wizard -- Part IV: Mobile Algorithms (MA) -- Color-coded Aperture Camera -- Mobile User Profiling -- 3D Object Reconstruction -- Motion Photo -- Iris Recognition -- Conclusion. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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 of these 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 approaches and methods for iris recognition on mobile platforms. The book reflects the authors’ practical experience in the development of algorithms for industrial R&D and the commercialization of technologies. 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 advanced topics on data processing, addressing current technology challenges. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Rychagov, Michael N. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Tolstaya, Ekaterina V. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Sirotenko, Mikhail Y. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-030-66741-2 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2021. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Signal processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Telecommunication. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Signal, Speech and Image Processing . |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Vision. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Communications Engineering, Networks. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1860-4870 |
| 912 ## - | |
| -- | ZDB-2-ENG |
| 912 ## - | |
| -- | ZDB-2-SXE |
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