Multimedia Content Analysis

• Main Author: Ohm, Jens (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Series: Signals and Communication Technology,
• Subjects: Engineering.; Coding theory.; Electrical engineering.; Communications Engineering, Networks.; Coding and Information Theory.; Signal, Image and Speech Processing.

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 e...

Table of Contents:

• Introduction
• Preprocessing
• Signal and Parameter Estimation
• Features of Multimedia Signals
• Feature Transforms and Classification
• Signal Decomposition
• Signal Composition, Rendering and Presentation.