Multimedia Content Analysis: Theory and Applications: Signals and Communication Technology
Editat de Ajay Divakaranen Limba Engleză Paperback – 8 dec 2010
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Paperback (1) | 651.57 lei 6-8 săpt. | |
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Specificații
ISBN-13: 9781441945679
ISBN-10: 1441945679
Pagini: 375
Ilustrații: XV, 375 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.59 kg
Ediția:Softcover reprint of hardcover 1st ed. 2009
Editura: Springer Us
Colecția Springer
Seria Signals and Communication Technology
Locul publicării:New York, NY, United States
ISBN-10: 1441945679
Pagini: 375
Ilustrații: XV, 375 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.59 kg
Ediția:Softcover reprint of hardcover 1st ed. 2009
Editura: Springer Us
Colecția Springer
Seria Signals and Communication Technology
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
Context Extraction Through Audio Signal Analysis.- Extracting Semantics from Multimedia Content: Challenges and Solutions.- Broadcast Video Content Segmentation by Supervised Learning.- Audio Content Discovery: An Unsupervised Approach.- Capturing Text Semantics for Concept Detection in News Video.- High-Level Feature Detection from Video in TRECVid: A 5-Year Retrospective of Achievements.- Experiential Sampling for Object Detection in Video.- Experiential Media Systems #x2013; The Biofeedback Project.- Assessing the Usability of Video Browsing and Summarization Techniques.- Multimedia Analysis for Content Identification.- Sports Video Analysis: From Semantics to Tactics.- Video Fire Detection #x2013; Techniques and Applications in the Fire Industry.- Automatic Home Video Editing.- A Video Browsing enabled Personal Video Recorder.
Textul de pe ultima copertă
Multimedia Content Analysis: Theory and Applications covers the state of the art of multimedia content analysis in a tutorial fashion and provides a plan for future research. It includes unique coverage of multimedia content analysis based products described by pioneers in the field, and provides valuable perspective on the feasibility of state of the art techniques, as well as opportunities for the future. It also addresses the experiential aspect of multimedia content analysis.
The material discusses multimedia content analysis in three broad sections, theory, human interaction with multimedia, and commercial products. The theory section reviews multimedia content analysis tools used to derive higher-level semantics from low-level audio and video features and covers the state of the art in temporal video segmentation using unsupervised and supervised techniques. The human interaction section describes techniques for incorporating the human perception of multimedia into analysis. The product section describes the world’s first products based on multimedia content analysis.
Multimedia Content Analysis: Theory and Applications serves as an excellent introduction to the field with every chapter presented in a self-contained manner. The contributing authors are leaders in the field who have defined and extended the state of the art.
The material discusses multimedia content analysis in three broad sections, theory, human interaction with multimedia, and commercial products. The theory section reviews multimedia content analysis tools used to derive higher-level semantics from low-level audio and video features and covers the state of the art in temporal video segmentation using unsupervised and supervised techniques. The human interaction section describes techniques for incorporating the human perception of multimedia into analysis. The product section describes the world’s first products based on multimedia content analysis.
Multimedia Content Analysis: Theory and Applications serves as an excellent introduction to the field with every chapter presented in a self-contained manner. The contributing authors are leaders in the field who have defined and extended the state of the art.
Caracteristici
Captures the most significant milestones in the multimedia field Includes chapters by the leading researchers in the field Covers the latest in multimedia content analysis and applications Contains chapters on a range of topics including the TRECVID effort, low-level audio-visual analysis based retrieval, video browsing interfaces, and the human experience of multimedia, among others