A fast algorithm for rain detection and removal from videos
| dc.contributor.author | Shen, Minmin | |
| dc.contributor.author | Xue, Ping | |
| dc.date.accessioned | 2015-07-01T08:18:20Z | |
| dc.date.available | 2015-07-01T08:18:20Z | |
| dc.date.issued | 2011 | eng |
| dc.description.abstract | Detection and removal of rain is important in outdoor surveillance vision systems, since the appearance of rain strikes degrades the performance of various vision-based applications. The existing algorithms address the issue of detecting rain only in the irradiance light field, thus require dozens of successive frames to compute the temporal correlation of rain. Combining the properties of rain in irradiance light field and motion field, this paper presents a new approach for rain detection and removal using only three successive frames. In this approach, motion data are used to differentiate rain from other moving objects. A smoothing method based on anisotropic diffusion is proposed for rain removal. Experimental results verify the efficacy of our algorithm. | eng |
| dc.description.version | published | |
| dc.identifier.doi | 10.1109/ICME.2011.6011963 | eng |
| dc.identifier.uri | http://kops.uni-konstanz.de/handle/123456789/31340 | |
| dc.language.iso | eng | eng |
| dc.subject.ddc | 004 | eng |
| dc.title | A fast algorithm for rain detection and removal from videos | eng |
| dc.type | INPROCEEDINGS | eng |
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| kops.citation.bibtex | @inproceedings{Shen2011algor-31340,
year={2011},
doi={10.1109/ICME.2011.6011963},
title={A fast algorithm for rain detection and removal from videos},
isbn={978-1-61284-348-3},
issn={1945-7871},
publisher={IEEE},
address={Piscataway, NJ},
booktitle={2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011},
pages={1--6},
author={Shen, Minmin and Xue, Ping}
} | |
| kops.citation.iso690 | SHEN, Minmin, Ping XUE, 2011. A fast algorithm for rain detection and removal from videos. IEEE International Conference on Multimedia and Expo. Barcelona, 11. Juli 2011 - 15. Juli 2011. In: 2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011. Piscataway, NJ: IEEE, 2011, pp. 1-6. ISSN 1945-7871. ISBN 978-1-61284-348-3. Available under: doi: 10.1109/ICME.2011.6011963 | deu |
| kops.citation.iso690 | SHEN, Minmin, Ping XUE, 2011. A fast algorithm for rain detection and removal from videos. IEEE International Conference on Multimedia and Expo. Barcelona, Jul 11, 2011 - Jul 15, 2011. In: 2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011. Piscataway, NJ: IEEE, 2011, pp. 1-6. ISSN 1945-7871. ISBN 978-1-61284-348-3. Available under: doi: 10.1109/ICME.2011.6011963 | eng |
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<dcterms:abstract xml:lang="eng">Detection and removal of rain is important in outdoor surveillance vision systems, since the appearance of rain strikes degrades the performance of various vision-based applications. The existing algorithms address the issue of detecting rain only in the irradiance light field, thus require dozens of successive frames to compute the temporal correlation of rain. Combining the properties of rain in irradiance light field and motion field, this paper presents a new approach for rain detection and removal using only three successive frames. In this approach, motion data are used to differentiate rain from other moving objects. A smoothing method based on anisotropic diffusion is proposed for rain removal. Experimental results verify the efficacy of our algorithm.</dcterms:abstract>
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| kops.conferencefield | IEEE International Conference on Multimedia and Expo, 11. Juli 2011 - 15. Juli 2011, Barcelona | deu |
| kops.date.conferenceEnd | 2011-07-15 | eng |
| kops.date.conferenceStart | 2011-07-11 | eng |
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| kops.location.conference | Barcelona | eng |
| kops.sourcefield | <i>2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011</i>. Piscataway, NJ: IEEE, 2011, pp. 1-6. ISSN 1945-7871. ISBN 978-1-61284-348-3. Available under: doi: 10.1109/ICME.2011.6011963 | deu |
| kops.sourcefield.plain | 2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011. Piscataway, NJ: IEEE, 2011, pp. 1-6. ISSN 1945-7871. ISBN 978-1-61284-348-3. Available under: doi: 10.1109/ICME.2011.6011963 | deu |
| kops.sourcefield.plain | 2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011. Piscataway, NJ: IEEE, 2011, pp. 1-6. ISSN 1945-7871. ISBN 978-1-61284-348-3. Available under: doi: 10.1109/ICME.2011.6011963 | eng |
| kops.title.conference | IEEE International Conference on Multimedia and Expo | eng |
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| source.title | 2011 IEEE International Conference on Multimedia and Expo, (ICME 2011) : Barcelona, Spain, 11-15 July 2011 | eng |
| temp.internal.duplicates | <p>Keine Dubletten gefunden. Letzte Überprüfung: 05.03.2015 12:51:16</p> | deu |