Library of visual descriptors and machine learning algorithms for texture and text detection
In this article, we present the implementation of a solution for the text localization problem. More precisely, the solution presented in this article implements a prototype containing approaches for image characterization based on color and texture visual properties for supporting text region class...
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| Autores principales: | , , |
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| Formato: | Online |
| Lenguaje: | portugués |
| Publicado: |
Universidade Estadual de Campinas
2019
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| Acceso en línea: | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2800 |
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| _version_ | 1864359264557989888 |
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| author | Conceição, Jhonatas Torres, Ricardo Pinto, Allan |
| author_facet | Conceição, Jhonatas Torres, Ricardo Pinto, Allan |
| author_sort | Conceição, Jhonatas |
| collection | Portal de Eventos Científicos da UNICAMP |
| container_reference | Revista dos Trabalhos de Iniciação Científica da UNICAMP; n. 27 (2019): Congresso de Iniciação Científica UNICAMP; 1-1 |
| description | In this article, we present the implementation of a solution for the text localization problem. More precisely, the solution presented in this article implements a prototype containing approaches for image characterization based on color and texture visual properties for supporting text region classification. As a result, we present a comparison study of several classifications systems for detecting text regions. |
| first_indexed | 2025-10-08T13:58:36Z |
| format | Online |
| id | ojs-article-2800 |
| institution | Universidade Estadual de Campinas |
| issn | 2596-1969 |
| language | por |
| last_indexed | 2025-10-08T13:58:36Z |
| publishDate | 2019 |
| publisher | Universidade Estadual de Campinas |
| record_format | ojs |
| spelling | ojs-article-28002025-09-26T14:39:16Z Library of visual descriptors and machine learning algorithms for texture and text detection Conceição, Jhonatas Torres, Ricardo Pinto, Allan Image classification Text localization Scene text detection In this article, we present the implementation of a solution for the text localization problem. More precisely, the solution presented in this article implements a prototype containing approaches for image characterization based on color and texture visual properties for supporting text region classification. As a result, we present a comparison study of several classifications systems for detecting text regions. Universidade Estadual de Campinas 2019-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Artigo de convidado application/pdf https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2800 10.20396/revpibic2720192800 Revista dos Trabalhos de Iniciação Científica da UNICAMP; n. 27 (2019): Congresso de Iniciação Científica UNICAMP; 1-1 2596-1969 por https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2800/2802 Copyright (c) 2019 Revista dos Trabalhos de Iniciação Científica da UNICAMP http://creativecommons.org/licenses/by/4.0 |
| spellingShingle | Conceição, Jhonatas Torres, Ricardo Pinto, Allan Image classification Text localization Scene text detection Library of visual descriptors and machine learning algorithms for texture and text detection |
| title | Library of visual descriptors and machine learning algorithms for texture and text detection |
| title_full | Library of visual descriptors and machine learning algorithms for texture and text detection |
| title_fullStr | Library of visual descriptors and machine learning algorithms for texture and text detection |
| title_full_unstemmed | Library of visual descriptors and machine learning algorithms for texture and text detection |
| title_short | Library of visual descriptors and machine learning algorithms for texture and text detection |
| title_sort | library of visual descriptors and machine learning algorithms for texture and text detection |
| topic | Image classification Text localization Scene text detection |
| url | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2800 |
| work_keys_str_mv | AT conceicaojhonatas libraryofvisualdescriptorsandmachinelearningalgorithmsfortextureandtextdetection AT torresricardo libraryofvisualdescriptorsandmachinelearningalgorithmsfortextureandtextdetection AT pintoallan libraryofvisualdescriptorsandmachinelearningalgorithmsfortextureandtextdetection |
