Detection and Identification of Rare Audiovisual Cues

• Corporate Author: SpringerLink (Online service)
• Other Authors: Weinshall, Daphna (Editor), Anemüller, Jörn (Editor), Gool, Luc van (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
• Series: Studies in Computational Intelligence, 384
• Subjects: Engineering.; Multimedia information systems.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Multimedia Information Systems.

Machine learning builds models of the world using training data from the application domain and prior knowledge about the problem. The models are later applied to future data in order to estimate the current state of the world. An implied assumption is that the future is stochastically similar to th...

Table of Contents:

• Introduction
• The DIRAC project
• The detection of incongruent events, project survey and algorithms
• Alternative frameworks to detect meaningful novel events
• Dealing with meaningful novel events, what to do after detection
• How biological systems deal with novel and incongruent events.