CitrusUAT: A dataset of orange Citrus sinensis leaves for abnormality detection using image analysis techniques
| Audiencia | Público en general | es_ES |
| Cobertura | México | es_ES |
| Fecha de ingreso | 2026-10-05T16:32:18Z | |
| Fecha de publicación | 2024-01-01 | |
| Resumen | Around the world, citrus production and quality are threatened by diseases caused by fungi, bacteria, and viruses. Citrus growers are currently demanding technological solutions to reduce the economic losses caused by citrus diseases. In this context, image analysis techniques have been widely used to detect citrus diseases, extracting discriminant features from an input image to distinguish between healthy and abnormal cases. The dataset presented in this article is helpful for training, validating, and comparing citrus abnormality detection algorithms. The data collection comprises 953 color images taken from the orange leaves of Citrus sinensis (L.) Osbeck species. There are 12 nutritional deficiencies and diseases supporting the development of automatic detection methods that can reduce economic losses in citrus production. | es_ES |
| Doi | https://doi.org/10.1016/j.dib.2023.109908 | es_ES |
| URI | https://riuat.uat.edu.mx/handle/123456789/4133 | |
| Idioma | en | es_ES |
| Editorial | ELSEVIER | es_ES |
| Relación | Data in Brief | es_ES |
| URL relacionado | https://doi.org/10.1016/j.dib.2023.109908 | es_ES |
| Derechos | Acceso abierto (Metadatos de producción científica) | es_ES |
| Licencia | http://purl.org/coar/access_right/c_abf2 | es_ES |
| Fuente | Data in Brief | |
| Palabra clave | Citrus diseases | es_ES |
| Palabra clave | Orange leaves | es_ES |
| Palabra clave | Citrus sinensis (L.) osbeck | es_ES |
| Palabra clave | Image analysis | es_ES |
| Palabra clave | Machine learning | es_ES |
| Palabra clave | Deep learning | es_ES |
| Título | CitrusUAT: A dataset of orange Citrus sinensis leaves for abnormality detection using image analysis techniques | es_ES |
| Tipo | Artículo | es_ES |
| Arbitrado | Ha sido Arbitrado | es_ES |
| Autor | Gomez-Flores, Wilfrido | |
| Autor | Garza-Saldana, Juan Jose | |
| Autor | Varela-Fuentes, Sostenes Edmundo | |
| Autor | Gomez-Flores, Wilfrido | es_ES |
| Autor | Garza-Saldana, Juan Jose | es_ES |
| Autor | Varela-Fuentes, Sostenes Edmundo | es_ES |
| Institución | Universidad Autónoma de Tamaulipas | |
| Institución | Universidad Autónoma de Tamaulipas | es_ES |
| URL relacionada | https://doi.org/10.1016/j.dib.2023.109908 | |
| Tipo de artículo | Indexado | |
| Tipo de artículo | Indexado | es_ES |
| Volumen | 52 | es_ES |