Registro completo de metadatos
| Campo DC | Valor | Lengua/Idioma |
|---|---|---|
| dc.creator | Nemer, Karim Alejandra | - |
| dc.creator | Pucheta, Martín Alejo | - |
| dc.creator | Flesia, Ana Georgina | - |
| dc.date | 2018-09-05T20:28:09Z | - |
| dc.date | 2018-09-05T20:28:09Z | - |
| dc.date | 2016-07 | - |
| dc.date | 2018-09-05T16:10:06Z | - |
| dc.date.accessioned | 2019-04-29T15:53:44Z | - |
| dc.date.available | 2019-04-29T15:53:44Z | - |
| dc.date.issued | 2016-07 | - |
| dc.identifier | Nemer, Karim Alejandra; Pucheta, Martín Alejo; Flesia, Ana Georgina; Unsupervised fuzzy-wavelet framework for coastal polynya detection in synthetic aperture radar images; Taylor & Francis; Cogent Engineering; 3; 1; 7-2016; 1-21 | - |
| dc.identifier | 2331-1916 | - |
| dc.identifier | http://hdl.handle.net/11336/58453 | - |
| dc.identifier | CONICET Digital | - |
| dc.identifier | CONICET | - |
| dc.identifier.uri | http://rodna.bn.gov.ar:8080/jspui/handle/bnmm/304883 | - |
| dc.description | The automated detection of coasts, riverbanks, and polynyas from synthetic aperture radar images is a difficult image processing task due to speckle noise. In this work we present a novel Fuzzy-Wavelet framework for bordeline region detection in SAR images. Our technique is based on a combination of Wavelet denoising and Fuzzy Logic which boost decision-making on noisy and poorly defined environments. Unlike most recent filtering-detection algorithms, we do not apply hypothesis tests (Wilcoxon-Mann Whitney-G0) to label the edge point candidates one by one, instead we construct a fuzzy map from wavelet denoised image and extract their borderline. We compare our algorithm performance with the popular Frost-Sobel approach and a version of Canny’s algorithm with data-dependent parameters, over a database of real polynyas and coastline simulated images under the multiplicative model. The experimental results are evaluated by comparing Pratt’s Figure of Merit index of edge map quality. In almost all test images our algorithm outperforms the standard algorithms in quality and speed. | - |
| dc.description | Fil: Nemer, Karim Alejandra. Universidad Tecnológica Nacional. Facultad Regional Córdoba. Centro de Investigación en Informática para la Ingeniería; Argentina | - |
| dc.description | Fil: Pucheta, Martín Alejo. Universidad Tecnológica Nacional. Facultad Regional Córdoba. Centro de Investigación en Informática para la Ingeniería; Argentina | - |
| dc.description | Fil: Flesia, Ana Georgina. Universidad Tecnológica Nacional. Facultad Regional Córdoba. Centro de Investigación en Informática para la Ingeniería; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Centro de Investigación y Estudios de Matemática. Universidad Nacional de Córdoba. Centro de Investigación y Estudios de Matemática; Argentina | - |
| dc.format | application/pdf | - |
| dc.format | application/pdf | - |
| dc.format | application/pdf | - |
| dc.language | eng | - |
| dc.publisher | Taylor & Francis | - |
| dc.relation | info:eu-repo/semantics/altIdentifier/url/http://www.tandfonline.com/doi/full/10.1080/23311916.2016.1216725?scroll=top&needAccess=true | - |
| dc.relation | info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1080/23311916.2016.1216725 | - |
| dc.rights | info:eu-repo/semantics/openAccess | - |
| dc.rights | https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ | - |
| dc.source | reponame:CONICET Digital (CONICET) | - |
| dc.source | instname:Consejo Nacional de Investigaciones Científicas y Técnicas | - |
| dc.source | instacron:CONICET | - |
| dc.subject | EDGE DETECTION | - |
| dc.subject | ENVIRONMENTAL SUSTAINABILITY ENGINEERING | - |
| dc.subject | FUZZY LOGIC | - |
| dc.subject | SAR IMAGES | - |
| dc.subject | WAVELETS | - |
| dc.subject | Ciencias de la Computación | - |
| dc.subject | Ciencias de la Computación e Información | - |
| dc.subject | CIENCIAS NATURALES Y EXACTAS | - |
| dc.title | Unsupervised fuzzy-wavelet framework for coastal polynya detection in synthetic aperture radar images | - |
| dc.type | info:eu-repo/semantics/article | - |
| dc.type | info:eu-repo/semantics/publishedVersion | - |
| dc.type | info:ar-repo/semantics/articulo | - |
| Aparece en las colecciones: | CONICET | |
Ficheros en este ítem:
No hay ficheros asociados a este ítem.