Multimedia Content Analysis
Ohm, Jens.
Multimedia Content Analysis by Jens Ohm - Berlin, Heidelberg Springer Berlin Heidelberg 2016 - 1 recurso en línea (X, 417 páginas) 171 ilustraciones - Signals and Communication Technology 1860-4862 .
Introduction -- Preprocessing -- Signal and Parameter Estimation -- Features of Multimedia Signals -- Feature Transforms and Classification -- Signal Decomposition -- Signal Composition, Rendering and Presentation.
This textbook covers the theoretical backgrounds and practical aspects of image, video and audio feature expression, e.g., color, texture, edge, shape, salient point and area, motion, 3D structure, audio/sound in time, frequency and cepstral domains, structure and melody. Up-to-date algorithms for estimation, search, classification and compact expression of feature data are described in detail. Concepts of signal decomposition (such as segmentation, source tracking and separation), as well as composition, mixing, effects, and rendering, are discussed. Numerous figures and examples help to illustrate the aspects covered. The book was developed on the basis of a graduate-level university course, and most chapters are supplemented by problem-solving exercises. The book is also a self-contained introduction both for researchers and developers of multimedia content analysis systems in industry. .
9783662528280
Codificación, Teoría de la
Sistemas de transmisión de datos
TK5105.15 / O365 2016
621.382
Multimedia Content Analysis by Jens Ohm - Berlin, Heidelberg Springer Berlin Heidelberg 2016 - 1 recurso en línea (X, 417 páginas) 171 ilustraciones - Signals and Communication Technology 1860-4862 .
Introduction -- Preprocessing -- Signal and Parameter Estimation -- Features of Multimedia Signals -- Feature Transforms and Classification -- Signal Decomposition -- Signal Composition, Rendering and Presentation.
This textbook covers the theoretical backgrounds and practical aspects of image, video and audio feature expression, e.g., color, texture, edge, shape, salient point and area, motion, 3D structure, audio/sound in time, frequency and cepstral domains, structure and melody. Up-to-date algorithms for estimation, search, classification and compact expression of feature data are described in detail. Concepts of signal decomposition (such as segmentation, source tracking and separation), as well as composition, mixing, effects, and rendering, are discussed. Numerous figures and examples help to illustrate the aspects covered. The book was developed on the basis of a graduate-level university course, and most chapters are supplemented by problem-solving exercises. The book is also a self-contained introduction both for researchers and developers of multimedia content analysis systems in industry. .
9783662528280
Codificación, Teoría de la
Sistemas de transmisión de datos
TK5105.15 / O365 2016
621.382