Edge enhancement in multispectral satellite images by means of vector operators
Lira, Jorge; Rodríguez, Alejandro
Instituto de Geofísica, UNAM, publicado en Geofísica Internacional, y cosechado de Revistas UNAM
dor_id: 4132294
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336.#.#.b: article
336.#.#.3: Artículo de Investigación
336.#.#.a: Artículo
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351.#.#.b: Geofísica Internacional
351.#.#.a: Artículos
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883.#.#.u: https://revistas.unam.mx/catalogo/
883.#.#.a: Revistas UNAM
590.#.#.a: Coordinación de Difusión Cultural
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883.#.#.q: Dirección General de Publicaciones y Fomento Editorial
850.#.#.a: Universidad Nacional Autónoma de México
856.4.0.u: http://revistagi.geofisica.unam.mx/index.php/RGI/article/view/531/550
100.1.#.a: Lira, Jorge; Rodríguez, Alejandro
524.#.#.a: Lira, Jorge, et al. (2014). Edge enhancement in multispectral satellite images by means of vector operators. Geofísica Internacional; Vol. 53 Núm. 3: Julio 1, 2014; 289-308. Recuperado de https://repositorio.unam.mx/contenidos/4132294
245.1.0.a: Edge enhancement in multispectral satellite images by means of vector operators
502.#.#.c: Universidad Nacional Autónoma de México
561.1.#.a: Instituto de Geofísica, UNAM
264.#.0.c: 2014
264.#.1.c: 2014-07-01
653.#.#.a: detección de bordes; imagen multiespectral; realce de borde; operador vectorial; edge detection; multispectral image; edge enhancement; vector operator
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884.#.#.k: http://revistagi.geofisica.unam.mx/index.php/RGI/article/view/531
001.#.#.#: 063.oai:revistagi.geofisica.unam.mx:article/531
041.#.7.h: spa
520.3.#.a: Edge enhancement is an element of analysis to derive the spatial structure of satellite images. Two methods to extract edges from multispectral satellite images are presented. A multispectral image is modeled as a vector field with a number of dimensions equal to the number of bands in the image. In this model, a pixel is defined as a vector formed by a number of elements equal to the number of bands. Two vector operators are applied to such vector field. In our first method, we extend the definition of the gradient. In this extension, the vector difference of the window central pixel with neighboring pixels is obtained. A multispectral image is then generated where each pixel represents the maximum change in spectral response in the image in any direction. This image is named a multispectral gradient. The other method, considers the generalization of the Laplacian by means of an h-dimensional Fourier transform. This image is named a multispectral Laplacian. The vector operators perform a simultaneous extraction of edge-content in the spectral bands of a multispectral image. Our methods are parameter-free. Our methods work for a multispectral image of any number of bands. Two examples are discussed that involve multispectral satellite images at two scales. We compare our results with widely used edge enhancement procedures. The evaluation of results shows better performance of proposed methods when compared to widely used edge operators.doi: https://doi.org/10.1016/S0016-7169(14)71506-5
773.1.#.t: Geofísica Internacional; Vol. 53 Núm. 3: Julio 1, 2014; 289-308
773.1.#.o: http://revistagi.geofisica.unam.mx/index.php/RGI
022.#.#.a: ISSN-L: 2954-436X; ISSN impreso: 0016-7169
310.#.#.a: Trimestral
300.#.#.a: Páginas: 289-308
264.#.1.b: Instituto de Geofísica, UNAM
doi: https://doi.org/10.1016/S0016-7169(14)71506-5
handle: 009d68edfee1b07a
harvesting_date: 2023-06-20 16:00:00.0
856.#.0.q: application/pdf
file_creation_date: 2014-08-12 17:58:04.0
file_modification_date: 2022-07-08 17:39:48.0
file_creator: Jorge Lira
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245.1.0.b: Edge enhancement in multispectral satellite images by means of vector operators
last_modified: 2023-06-20 16:00:00
license_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode.es
license_type: by-nc-sa
Lira, Jorge; Rodríguez, Alejandro
Instituto de Geofísica, UNAM, publicado en Geofísica Internacional, y cosechado de Revistas UNAM
Lira, Jorge, et al. (2014). Edge enhancement in multispectral satellite images by means of vector operators. Geofísica Internacional; Vol. 53 Núm. 3: Julio 1, 2014; 289-308. Recuperado de https://repositorio.unam.mx/contenidos/4132294