Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth
This paper presents a strategy for improving the measurement of plant growth, based on digital image processing. This strategy facilitates the segmentation of the regions of interest. We used the filter bank technique in the frequency domain, because the frequency domain has presented positive resul...
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Universidad Antonio Nariño
2021
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| Acceso en línea: | http://revistas.uan.edu.co/index.php/ingeuan/article/view/352 http://repositorio.uan.edu.co/handle/123456789/3925 |
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| _version_ | 1812646952755527680 |
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| author | González B., Javier E. Puentes, Nestor Verdugo, Diego |
| author_facet | González B., Javier E. Puentes, Nestor Verdugo, Diego |
| author_sort | González B., Javier E. |
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| description | This paper presents a strategy for improving the measurement of plant growth, based on digital image processing. This strategy facilitates the segmentation of the regions of interest. We used the filter bank technique in the frequency domain, because the frequency domain has presented positive results in order to highlight the textures of growing plants. We offer a tool to automatically measure the size of each plant. The proposed tool is oriented to systems analysis and the control of crop growth. |
| format | info:eu-repo/semantics/publishedVersion |
| id | repositorio.uan.edu.co-123456789-3925 |
| institution | Repositorio Digital UAN |
| language | spa |
| publishDate | 2021 |
| publisher | Universidad Antonio Nariño |
| record_format | dspace |
| spelling | repositorio.uan.edu.co-123456789-39252024-10-09T22:39:01Z Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth Sistema de bancos de filtros en el dominio de la frecuencia para segmentación de imágenes digitales en el control de crecimiento de cultivos González B., Javier E. Puentes, Nestor Verdugo, Diego Filter bank frequency domain texture plants Banco de filtros dominio de la frecuencia texturas plantas This paper presents a strategy for improving the measurement of plant growth, based on digital image processing. This strategy facilitates the segmentation of the regions of interest. We used the filter bank technique in the frequency domain, because the frequency domain has presented positive results in order to highlight the textures of growing plants. We offer a tool to automatically measure the size of each plant. The proposed tool is oriented to systems analysis and the control of crop growth. Este trabajo presenta una aplicación basada en el procesamiento digital de imágenes para mejorar la medición del crecimiento de plantas. Esta estrategia permite facilitar la segmentación de los sectores de interés por medio de la técnica de banco de filtros en el dominio de la frecuencia. El procesamiento en el dominio de la frecuencia ha presentado resultados positivos con la finalidad de poder resaltar la texturas de plantas en cultivo y poder ofrecer una herramienta que permita automatizar la medición del tamaño de cada planta orientado a sistemas de análisis y control de crecimiento de cultivos. 2021-06-16T13:53:05Z 2021-06-16T13:53:05Z 2014-09-08 info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:eu-repo/semantics/article http://purl.org/coar/version/c_970fb48d4fbd8a85 http://revistas.uan.edu.co/index.php/ingeuan/article/view/352 http://repositorio.uan.edu.co/handle/123456789/3925 spa http://revistas.uan.edu.co/index.php/ingeuan/article/view/352/294 Acceso abierto Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) https://creativecommons.org/licenses/by-nc-sa/4.0/ info:eu-repo/semantics/openAccess http://purl.org/coar/access_right/c_abf2 application/pdf Universidad Antonio Nariño 2346-1446 2145-0935 INGE@UAN - TENDENCIAS EN LA INGENIERÍA; Vol. 3 Núm. 6 (2013) |
| spellingShingle | Filter bank frequency domain texture plants Banco de filtros dominio de la frecuencia texturas plantas González B., Javier E. Puentes, Nestor Verdugo, Diego Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| title | Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| title_full | Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| title_fullStr | Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| title_full_unstemmed | Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| title_short | Filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| title_sort | filter banks system in frequency domain for digital imaging segmentation in controlling crop growth |
| topic | Filter bank frequency domain texture plants Banco de filtros dominio de la frecuencia texturas plantas |
| url | http://revistas.uan.edu.co/index.php/ingeuan/article/view/352 http://repositorio.uan.edu.co/handle/123456789/3925 |
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