Characterization of multispectral aerial images of sugarcane
Trabajo presentado al 19th Argentinean Bioengineering Society Congress (SABI 2013), 4–6 September 2013, Tucumán, Argentina
| Autores principales: | , , , |
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| Formato: | info:ar-repo/semantics/artículo |
| Lenguaje: | Inglés |
| Publicado: |
IOP Science
2023
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| Materias: | |
| Acceso en línea: | http://hdl.handle.net/20.500.12123/14769 https://iopscience.iop.org/article/10.1088/1742-6596/477/1/012016 https://doi.org/10.1088/1742-6596/477/1/012016 |
| _version_ | 1855037178378190848 |
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| author | Solano, Agustín Schneider, Gerardo Kemerer, Alejandra Cecilia Hadad, Alejandro Javier |
| author_browse | Hadad, Alejandro Javier Kemerer, Alejandra Cecilia Schneider, Gerardo Solano, Agustín |
| author_facet | Solano, Agustín Schneider, Gerardo Kemerer, Alejandra Cecilia Hadad, Alejandro Javier |
| author_sort | Solano, Agustín |
| collection | INTA Digital |
| description | Trabajo presentado al 19th Argentinean Bioengineering Society Congress (SABI 2013), 4–6 September 2013, Tucumán, Argentina |
| format | info:ar-repo/semantics/artículo |
| id | INTA14769 |
| institution | Instituto Nacional de Tecnología Agropecuaria (INTA -Argentina) |
| language | Inglés |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | IOP Science |
| publisherStr | IOP Science |
| record_format | dspace |
| spelling | INTA147692023-07-18T17:34:06Z Characterization of multispectral aerial images of sugarcane Solano, Agustín Schneider, Gerardo Kemerer, Alejandra Cecilia Hadad, Alejandro Javier Caña de Azúcar Imágenes Multiespectrales Productividad Sugar Cane Multispectral Imagery Productivity Trabajo presentado al 19th Argentinean Bioengineering Society Congress (SABI 2013), 4–6 September 2013, Tucumán, Argentina In this paper we present a implementation and characterization the status of sugarcane plantations based on the analysis of multispectral aerial images. Currently there are no precise techniques to estimate objectively the cane area fall or overturned, and this causes significant losses in crop productivity and industrialization. For the realization of this work was made a dataset benchmark images, and implemented a software from which were obtained indicators related to agronomic phenomenon, and analyzes of the data generated. In addition was used Principal Component Analysis to visualize and integrate statistical texture features. The results indicate the statistical features used characterize partially the sugar cane phenomena and suggest include another texture focus to complement this feature set, previous to built an cane identification process. EEA Paraná Fil: Solano, A. Universidad Nacional de Entre Ríos. Facultad de Ingeniería. Grupo de Investigación en Inteligencia Artificial; Argentina Fil: Schneider, Gerardo. Universidad Nacional de Entre Ríos. Facultad de Ingeniería. Grupo de Investigación en Inteligencia Artificial; Argentina Fil: Kemerer, Alejandra Cecilia. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Paraná. Grupo Recursos Naturales y Factores Abióticos; Argentina Fil: Kemerer, Alejandra Cecilia. IUniversidad Nacional de Entre Ríos. Facultad de Ciencias Agrarias; Argentina Fil: Hadad, Alejandro Javier. Universidad Nacional de Entre Ríos. Facultad de Ingeniería. Grupo de Investigación en Inteligencia Artificial; Argentina 2023-07-18T17:25:49Z 2023-07-18T17:25:49Z 2013 info:ar-repo/semantics/artículo info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://hdl.handle.net/20.500.12123/14769 https://iopscience.iop.org/article/10.1088/1742-6596/477/1/012016 1742-6596 https://doi.org/10.1088/1742-6596/477/1/012016 eng info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf IOP Science Journal of Physics: Conference Series 477 : 012016 (2013) |
| spellingShingle | Caña de Azúcar Imágenes Multiespectrales Productividad Sugar Cane Multispectral Imagery Productivity Solano, Agustín Schneider, Gerardo Kemerer, Alejandra Cecilia Hadad, Alejandro Javier Characterization of multispectral aerial images of sugarcane |
| title | Characterization of multispectral aerial images of sugarcane |
| title_full | Characterization of multispectral aerial images of sugarcane |
| title_fullStr | Characterization of multispectral aerial images of sugarcane |
| title_full_unstemmed | Characterization of multispectral aerial images of sugarcane |
| title_short | Characterization of multispectral aerial images of sugarcane |
| title_sort | characterization of multispectral aerial images of sugarcane |
| topic | Caña de Azúcar Imágenes Multiespectrales Productividad Sugar Cane Multispectral Imagery Productivity |
| url | http://hdl.handle.net/20.500.12123/14769 https://iopscience.iop.org/article/10.1088/1742-6596/477/1/012016 https://doi.org/10.1088/1742-6596/477/1/012016 |
| work_keys_str_mv | AT solanoagustin characterizationofmultispectralaerialimagesofsugarcane AT schneidergerardo characterizationofmultispectralaerialimagesofsugarcane AT kemereralejandracecilia characterizationofmultispectralaerialimagesofsugarcane AT hadadalejandrojavier characterizationofmultispectralaerialimagesofsugarcane |