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A multichannel temporally adaptive system for continuous cloud classification from satellite imagery

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dc.contributor.authorReinke, Donald L., author
dc.contributor.authorAzimi-Sadjadi, Mahmood R., author
dc.contributor.authorSaitwal, Kishor, author
dc.contributor.authorIEEE, publisher
dc.date.accessioned2007-01-03T04:43:34Z
dc.date.available2007-01-03T04:43:34Z
dc.date.issued2003
dc.description.abstractA two-channel temporal updating system is presented, which accounts for feature changes in the visible and infrared satellite images. The system uses two probabilistic neural network classifiers and a context-based predictor to perform continuous cloud classification during the day and night. Test results for 27 h of continuous classification and updating are presented on a sequence of Geostationary Operational Environmental Satellite 8 images. Further test results of the system on two new sets of data with 1-2 weeks time difference are also presented that show the potential of this system as an operational continuous cloud classification system.
dc.description.sponsorshipThis work was supported by the Department of Defense Center for Geoscience Atmospheric Research at Colorado State University under the Cooperative Agreement DAAL01-98-2-0078 with the Army Research Laboratory.
dc.format.mediumborn digital
dc.format.mediumarticles
dc.identifier.bibliographicCitationSaitwal, Kishor, Mahmood R. Azimi-Sadjadi, and Donald Reinke, A Multichannel Temporally Adaptive System for Continuous Cloud Classification from Satellite Imagery, IEEE Transactions on Geoscience and Remote Sensing 41, no. 5 (May 2003): 1098-1104.
dc.identifier.urihttp://hdl.handle.net/10217/845
dc.languageEnglish
dc.language.isoeng
dc.publisherColorado State University. Libraries
dc.relation.ispartofFaculty Publications
dc.rights©2003 IEEE.
dc.rightsCopyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright.
dc.subjectprobabilistic neural networks
dc.subjectmultispectral satellite imaging
dc.subjectcloud classification
dc.titleA multichannel temporally adaptive system for continuous cloud classification from satellite imagery
dc.typeText

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