MovieGene: Evolutionary Video Production Based on Genetic Algorithms and Cinematic Properties
Inhaltsverzeichnis
Reference
Henriques, Nuno A. C.; Correia, Nuno; Manzolli, Jônatas; Correia, Luís; Chambel, Teresa: MovieGene: Evolutionary Video Production Based on Genetic Algorithms and Cinematic Properties. In: EvoMUSART 2006, S. 707-711.
DOI
http://link.springer.com/10.1007/11732242_67
Abstract
We propose a new multimedia authoring paradigm based on evolutionary computation, video annotation, and cinematic rules. New clips are produced in an evolving population through genetic transformations influenced by user choices, and regulated by cinematic techniques like montage and video editing. The evolutionary mechanisms, through the fitness function will condition how video sequences are retrieved and assembled, based on the video annotations. The system uses several descriptors, as genetic information, coded in an XML document following the MPEG-7 standard. With evolving video, the clips can be explored and discovered through emergent narratives and aesthetics in ways that inspire creativity and learning about the topics that are presented.
Extended Abstract
Bibtex
@incollection{
year={2006},
isbn={978-3-540-33237-4},
booktitle={Applications of Evolutionary Computing},
volume={3907},
series={Lecture Notes in Computer Science},
editor={Rothlauf, Franz and Branke, Jürgen and Cagnoni, Stefano and Costa, Ernesto and Cotta, Carlos and Drechsler, Rolf and Lutton, Evelyne and Machado, Penousal and Moore, JasonH. and Romero, Juan and Smith, GeorgeD. and Squillero, Giovanni and Takagi, Hideyuki},
doi={10.1007/11732242_67},
title={MovieGene: Evolutionary Video Production Based on Genetic Algorithms and Cinematic Properties},
url={http://dx.doi.org/10.1007/11732242_67 http://de.evo-art.org/index.php?title=MovieGene:_Evolutionary_Video_Production_Based_on_Genetic_Algorithms_and_Cinematic_Properties },
publisher={Springer Berlin Heidelberg},
author={Henriques, NunoA.C. and Correia, Nuno and Manzolli, Jônatas and Correia, Luís and Chambel, Teresa},
pages={707-711},
language={English}
}
Used References
Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Longman Publishing Co., Inc., Amsterdam (1989)
Manjunath, B., Salembier, P., Sikora, T.: Introduction to MPEG-7 Multimedia Content Description Interface. John Wiley & Sons, Ltd., West Sussex (2002)
Henriques, N.A.C.: MovieGene: A multimedia production system using evolutionary computation. Master’s thesis, Faculty of Sciences and Technology of the New University of Lisbon (2005)
Links
Full Text
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