001436498 000__ 04647cam\a2200577\i\4500
001436498 001__ 1436498
001436498 003__ OCoLC
001436498 005__ 20230309004030.0
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001436498 008__ 210511s2021\\\\sz\a\\\\o\\\\\000\0\eng\d
001436498 019__ $$a1250309127$$a1250383285
001436498 020__ $$a9783030667412$$q(electronic bk.)
001436498 020__ $$a3030667413$$q(electronic bk.)
001436498 020__ $$z9783030667405$$q(print)
001436498 020__ $$z3030667405
001436498 0247_ $$a10.1007/978-3-030-66741-2$$2doi
001436498 035__ $$aSP(OCoLC)1250313035
001436498 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dOCLCO$$dEBLCP$$dOCLCF$$dOCLCO$$dUKAHL$$dOCLCQ$$dCOM$$dOCLCO$$dOCLCQ
001436498 049__ $$aISEA
001436498 050_4 $$aTA1637
001436498 08204 $$a006.6$$223
001436498 24500 $$aSmart algorithms for multimedia and imaging /$$cMichael N. Rychagov, Ekaterina V. Tolstaya, Mikhail Y. Sirotenko, editors.
001436498 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2021]
001436498 300__ $$a1 online resource (xiv, 433 pages) :$$billustrations (some color)
001436498 336__ $$atext$$btxt$$2rdacontent
001436498 337__ $$acomputer$$bc$$2rdamedia
001436498 338__ $$aonline resource$$bcr$$2rdacarrier
001436498 4901_ $$aSignals and communication technology,$$x1860-4862
001436498 5050_ $$aIntroduction -- 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.
001436498 506__ $$aAccess limited to authorized users.
001436498 520__ $$aThis 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.
001436498 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed May 11, 2021).
001436498 650_0 $$aImage processing$$xDigital techniques.
001436498 650_0 $$aMultimedia systems.
001436498 650_0 $$aArtificial intelligence.
001436498 650_6 $$aTraitement d'images$$xTechniques numériques.
001436498 650_6 $$aMultimédia.
001436498 650_6 $$aIntelligence artificielle.
001436498 655_0 $$aElectronic books.
001436498 7001_ $$aRychagov, Michael N.,$$eeditor.
001436498 7001_ $$aTolstaya, Ekaterina V.,$$eeditor.
001436498 7001_ $$aSirotenko, Mikhail Y.,$$eeditor.
001436498 77608 $$iPrint version:$$tSmart algorithms for multimedia and imaging.$$dCham, Switzerland : Springer, [2021]$$z3030667405$$z9783030667405$$w(OCoLC)1224512674
001436498 830_0 $$aSignals and communication technology,$$x1860-4862
001436498 852__ $$bebk
001436498 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-66741-2$$zOnline Access$$91397441.1
001436498 909CO $$ooai:library.usi.edu:1436498$$pGLOBAL_SET
001436498 980__ $$aBIB
001436498 980__ $$aEBOOK
001436498 982__ $$aEbook
001436498 983__ $$aOnline
001436498 994__ $$a92$$bISE