An Evolutionary Approach to Automatic Video Editing
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gp-bibliography.bib Revision:1.8028
- @InProceedings{Wang:2009:CVMP,
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author = "Tinghuai Wang and Andrew Mansfield and Rui Hu and
John P. Collomosse",
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title = "An Evolutionary Approach to Automatic Video Editing",
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booktitle = "Conference for Visual Media Production, CVMP '09",
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year = "2009",
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month = "12-13 " # nov,
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pages = "127--134",
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abstract = "Digital video has become affordable and attractive to
home users, but skill and manual labour are still
required to transform amateur footage into
aesthetically pleasing movies. We present a novel
algorithm for transforming raw home video footage into
concise, temporally salient clips. We interpret the
sequence of editing operations applied to footage as a
`program' comprising cutting, panning and zooming
constructs. We develop a Genetic Programming (GP)
framework for representing and evolving such programs.
Under this framework, the search for an aesthetically
pleasing video edit becomes a search for the optimal
genetic program. Our aesthetic criterion promotes the
inclusion of people in shots, whilst penalising rapid
shot changes or shot changes in the presence of camera
motion. We present results on some representative home
videos.",
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keywords = "genetic algorithms, genetic programming, automatic
video editing, camera motion, digital video, genetic
programming framework, home video footage, optimal
genetic program, video cameras, video signal
processing",
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DOI = "doi:10.1109/CVMP.2009.8",
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notes = "Also known as \cite{5430070}",
- }
Genetic Programming entries for
Tinghuai Wang
Andrew Mansfield
Rui Hu
John P Collomosse
Citations