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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Recent Advances in Intelligent Image Search and Video Retrieval
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Recent Advances in Intelligent Image Search and Video Retrieval
(Gebundene Ausgabe, Englisch)
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Beschreibung
This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel… manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses.This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
19.04.2017
Sprache
Englisch
EAN
9783319520803
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Intelligent Systems Reference Library
Sonderedition
Nein
Seitenanzahl
235
Auflage
1
Einbandart
Gebundene Ausgabe
Bandzählung
121
Schlagwörter
Intelligent Techniques, Image Search, Video Retrieval, Smart City, Internet of Things, Scale-Invariant Feature Transform (SIFT), Pyramid Histogram of Oriented Gradients (PHOG), Local Binary Pattern (LBP), Spatial Pyramid Matching (SPM), Support Vector Machine (SVM)
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYQV - Maschinelles Sehen, Bildverstehen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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