Multimedia information extraction : advances in video, audio, and imagery analysis for search, data mining, surveillance, and authoring /

• Άλλοι συγγραφείς: Maybury, Mark T.
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley, [2012]
• Θέματα: Data mining.; Metadata harvesting.; Computer files.; COMPUTERS > Interactive & Multimedia.; Electronic books.

"The advent of increasingly large consumer collections of audio (e.g., iTunes), imagery (e.g., Flickr), and video (e.g., YouTube) is driving a need not only for multimedia retrieval but also information extraction from and across media. Furthermore, industrial and government collections fuel re...

Πίνακας περιεχομένων:

• Multimedia Information Extraction: History and State of the Art-- Section 1: Image Extraction
• Visual Feature Localization for Detecting Unique Objects in Images
• Entropy-Based Analysis of Visual and Geolocation Concepts in Images
• The Meaning of 3D Shape and Some Techniques to Extract it
• A Data-Driven Meaningful Representation of Emotional Facial Expressions
• Section 2: Video Extraction
• Visual Semantics for Reducing False Positives in Video Search
• Automated Analysis of Ideological Bias in Video
• Multimedia Information Extraction in a Live Multilingual News Monitoring System
• Semantic Multimedia Extraction Using Audio and Video
• Analysis of Multimodal Natural Language Content in Broadcast Video
• Web-Based Multimedia Information Extraction Based on Social Redundancy
• Information Fusion and Anomaly Detection with Uncalibrated Cameras in Video Surveillance
• Section 3: Audio, Graphics, and Behavior Extraction
• Automatic Detection, Indexing, and Retrieval of Multiple Attributes from Cross-Lingual Multimedia Data
• Information Graphics in Multimodal Documents
• Extracting Information from Human Behavior
• Section 4: Affect Extraction from Audio and Imagery
• Retrieval of Paralinguistic Information in Broadcasts
• Audience Reactions for Information Extraction About Persuasive Language in Political Communication
• The Need for Affective Metadata in Content-Based Recommender Systems for Images
• Affect-Based Indexing for Multimedia Data
• Section 5: Multimedia Annotation and Authoring
• Multimedia Annotation, Querying, and Analysis in Anvil
• Toward Formalization of Display Grammar for Interactive Media Production with Multimedia Information Extraction
• Information Extraction
• Annotating Significant Relations on Multimedia Web Documents
• Abbreviations and Acronyms
• References
• Index.