Image processing for pancake ice detection and size distribution computation
This paper presents a processing scheme whose aim is to provide a tool for a rapid measurement of pancake ice size distribution from aerial photographs. The test images used in this study were collected during the flights of the Twin Otter of the Naval Research Laboratory (NRL) which assisted the cr...
Published in: | International Journal of Remote Sensing |
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ftupmarcheiris:oai:iris.univpm.it:11566/265347 2024-04-14T08:09:42+00:00 Image processing for pancake ice detection and size distribution computation Parmiggiani, F. Moctezuma-Flores, M. Wadhams, P. Aulicino, G. Parmiggiani, F. Moctezuma-Flores, M. Wadhams, P. Aulicino, G. 2019 http://hdl.handle.net/11566/265347 https://doi.org/10.1080/01431161.2018.1541367 https://www.tandfonline.com/loi/tres20 eng eng info:eu-repo/semantics/altIdentifier/wos/WOS:000463538000006 volume:40 issue:9 firstpage:3368 lastpage:3383 numberofpages:16 journal:INTERNATIONAL JOURNAL OF REMOTE SENSING http://hdl.handle.net/11566/265347 doi:10.1080/01431161.2018.1541367 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85057307092 https://www.tandfonline.com/loi/tres20 Earth and Planetary Sciences (all) info:eu-repo/semantics/article 2019 ftupmarcheiris https://doi.org/10.1080/01431161.2018.1541367 2024-03-21T18:21:43Z This paper presents a processing scheme whose aim is to provide a tool for a rapid measurement of pancake ice size distribution from aerial photographs. The test images used in this study were collected during the flights of the Twin Otter of the Naval Research Laboratory (NRL) which assisted the cruise of the research ship ‘Sikuliaq’ in carrying out an extensive study of autumn sea ice in the southern Beaufort Sea in 2015. The processing scheme is composed of the following steps: i) image enhancement, ii) nonlinear support vector machine (SVM) analysis, iii) marker-controlled watershed segmentation, and iv) ice size distribution computation. The results demonstrate the usefulness of having immediate information on pancake ice size distribution for the subsequent tasks of the field campaign. Article in Journal/Newspaper Beaufort Sea Sea ice Università Politecnica delle Marche: IRIS Pancake ENVELOPE(-55.815,-55.815,52.600,52.600) International Journal of Remote Sensing 40 9 3368 3383 |
institution |
Open Polar |
collection |
Università Politecnica delle Marche: IRIS |
op_collection_id |
ftupmarcheiris |
language |
English |
topic |
Earth and Planetary Sciences (all) |
spellingShingle |
Earth and Planetary Sciences (all) Parmiggiani, F. Moctezuma-Flores, M. Wadhams, P. Aulicino, G. Image processing for pancake ice detection and size distribution computation |
topic_facet |
Earth and Planetary Sciences (all) |
description |
This paper presents a processing scheme whose aim is to provide a tool for a rapid measurement of pancake ice size distribution from aerial photographs. The test images used in this study were collected during the flights of the Twin Otter of the Naval Research Laboratory (NRL) which assisted the cruise of the research ship ‘Sikuliaq’ in carrying out an extensive study of autumn sea ice in the southern Beaufort Sea in 2015. The processing scheme is composed of the following steps: i) image enhancement, ii) nonlinear support vector machine (SVM) analysis, iii) marker-controlled watershed segmentation, and iv) ice size distribution computation. The results demonstrate the usefulness of having immediate information on pancake ice size distribution for the subsequent tasks of the field campaign. |
author2 |
Parmiggiani, F. Moctezuma-Flores, M. Wadhams, P. Aulicino, G. |
format |
Article in Journal/Newspaper |
author |
Parmiggiani, F. Moctezuma-Flores, M. Wadhams, P. Aulicino, G. |
author_facet |
Parmiggiani, F. Moctezuma-Flores, M. Wadhams, P. Aulicino, G. |
author_sort |
Parmiggiani, F. |
title |
Image processing for pancake ice detection and size distribution computation |
title_short |
Image processing for pancake ice detection and size distribution computation |
title_full |
Image processing for pancake ice detection and size distribution computation |
title_fullStr |
Image processing for pancake ice detection and size distribution computation |
title_full_unstemmed |
Image processing for pancake ice detection and size distribution computation |
title_sort |
image processing for pancake ice detection and size distribution computation |
publishDate |
2019 |
url |
http://hdl.handle.net/11566/265347 https://doi.org/10.1080/01431161.2018.1541367 https://www.tandfonline.com/loi/tres20 |
long_lat |
ENVELOPE(-55.815,-55.815,52.600,52.600) |
geographic |
Pancake |
geographic_facet |
Pancake |
genre |
Beaufort Sea Sea ice |
genre_facet |
Beaufort Sea Sea ice |
op_relation |
info:eu-repo/semantics/altIdentifier/wos/WOS:000463538000006 volume:40 issue:9 firstpage:3368 lastpage:3383 numberofpages:16 journal:INTERNATIONAL JOURNAL OF REMOTE SENSING http://hdl.handle.net/11566/265347 doi:10.1080/01431161.2018.1541367 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85057307092 https://www.tandfonline.com/loi/tres20 |
op_doi |
https://doi.org/10.1080/01431161.2018.1541367 |
container_title |
International Journal of Remote Sensing |
container_volume |
40 |
container_issue |
9 |
container_start_page |
3368 |
op_container_end_page |
3383 |
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1796307178290675712 |