Computer Estimation of the Presence of Sea Ice in Satellite Pictures.
The need for ice data in widespread Arctic regions is discussed and the requirement that data be objectively obtained by computer analysis of satellite imagery is established. Since former attempts at such analysis which used only information contained in the satellite image produced poor results, a...
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ftdtic:ADA012960 2023-05-15T14:55:15+02:00 Computer Estimation of the Presence of Sea Ice in Satellite Pictures. Gerson,Donald MARYLAND UNIV COLLEGE PARK COMPUTER SCIENCE CENTER 1975-04 text/html http://www.dtic.mil/docs/citations/ADA012960 http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA012960 en eng http://www.dtic.mil/docs/citations/ADA012960 APPROVED FOR PUBLIC RELEASE DTIC AND NTIS Snow Ice and Permafrost *PATTERN RECOGNITION *SEA ICE *ARCTIC REGIONS FOURIER TRANSFORMATION CLOUDS POWER SPECTRA STANDARD DEVIATION ENTROPY Spaceborne photography Feature extraction Text 1975 ftdtic 2016-02-20T10:00:57Z The need for ice data in widespread Arctic regions is discussed and the requirement that data be objectively obtained by computer analysis of satellite imagery is established. Since former attempts at such analysis which used only information contained in the satellite image produced poor results, a method is established by which data external to the image are used. A decision tree is employed to arrive at a conclusion as to the contents of an incremental area. The decisions are (1) land vs. non-land, based on a map; (2) water vs. non-water, based on mean grey-level, and (3) ice vs. cloud, based on texture analysis of the image. If cloud is identified an a priori estimation of ice vs. water is used. The ice vs. cloud decision is the main work of the paper. Text Arctic Ice permafrost Sea ice Defense Technical Information Center: DTIC Technical Reports database Arctic |
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Open Polar |
collection |
Defense Technical Information Center: DTIC Technical Reports database |
op_collection_id |
ftdtic |
language |
English |
topic |
Snow Ice and Permafrost *PATTERN RECOGNITION *SEA ICE *ARCTIC REGIONS FOURIER TRANSFORMATION CLOUDS POWER SPECTRA STANDARD DEVIATION ENTROPY Spaceborne photography Feature extraction |
spellingShingle |
Snow Ice and Permafrost *PATTERN RECOGNITION *SEA ICE *ARCTIC REGIONS FOURIER TRANSFORMATION CLOUDS POWER SPECTRA STANDARD DEVIATION ENTROPY Spaceborne photography Feature extraction Gerson,Donald Computer Estimation of the Presence of Sea Ice in Satellite Pictures. |
topic_facet |
Snow Ice and Permafrost *PATTERN RECOGNITION *SEA ICE *ARCTIC REGIONS FOURIER TRANSFORMATION CLOUDS POWER SPECTRA STANDARD DEVIATION ENTROPY Spaceborne photography Feature extraction |
description |
The need for ice data in widespread Arctic regions is discussed and the requirement that data be objectively obtained by computer analysis of satellite imagery is established. Since former attempts at such analysis which used only information contained in the satellite image produced poor results, a method is established by which data external to the image are used. A decision tree is employed to arrive at a conclusion as to the contents of an incremental area. The decisions are (1) land vs. non-land, based on a map; (2) water vs. non-water, based on mean grey-level, and (3) ice vs. cloud, based on texture analysis of the image. If cloud is identified an a priori estimation of ice vs. water is used. The ice vs. cloud decision is the main work of the paper. |
author2 |
MARYLAND UNIV COLLEGE PARK COMPUTER SCIENCE CENTER |
format |
Text |
author |
Gerson,Donald |
author_facet |
Gerson,Donald |
author_sort |
Gerson,Donald |
title |
Computer Estimation of the Presence of Sea Ice in Satellite Pictures. |
title_short |
Computer Estimation of the Presence of Sea Ice in Satellite Pictures. |
title_full |
Computer Estimation of the Presence of Sea Ice in Satellite Pictures. |
title_fullStr |
Computer Estimation of the Presence of Sea Ice in Satellite Pictures. |
title_full_unstemmed |
Computer Estimation of the Presence of Sea Ice in Satellite Pictures. |
title_sort |
computer estimation of the presence of sea ice in satellite pictures. |
publishDate |
1975 |
url |
http://www.dtic.mil/docs/citations/ADA012960 http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA012960 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Ice permafrost Sea ice |
genre_facet |
Arctic Ice permafrost Sea ice |
op_source |
DTIC AND NTIS |
op_relation |
http://www.dtic.mil/docs/citations/ADA012960 |
op_rights |
APPROVED FOR PUBLIC RELEASE |
_version_ |
1766327036874326016 |