A software application for automatic descriptive feature extraction from image-objects, FETEX 2.0, is presented and described in this paper. The input data include a multispectral high resolution digital image and a vector ...
Rodríguez Loriente, Marcos(Universitat Politècnica de València, 2022-01-04)
[ES] Dada la imagen de un perro, se pretenden utilizar técnicas de Aprendizaje Automático
para determinar su raza entre un conjunto de 120 razas totales. Para ello se dispone de
un dataset con un total de 10222 imágenes ...
A methodology for mapping urban land-use types integrating information from multiple data sources (high spatial resolution imagery, LiDAR data, and cadastral plots) is presented. A large set of complementary descriptive ...
[EN] Deep Neural Networks (DNNs) have achieved state-of-the-art accuracy performance in many tasks. However, recent works have pointed out that the outputs provided by these models are not well -calibrated, seriously ...
Cerrón González, Juan(Universitat Politècnica de València, 2016-05-09)
[EN] We use fuzzy logic to represent images in a similar way a human does, i.e., by means of words. Words let us describe an image focusing on the relevant features according to the human perception.
[EN] Agricultural land abandonment is an important environmental issue in Europe. The proper management of agricultural areas has important implications for ecosystem services (food production, biodiversity, climate ...
Barbas Rebollo, David(Universitat Politècnica de València, 2020-07-30)
[ES] En este trabajo final de grado se estudiarán las técnicas existentes para detectar desinformación en dos ámbitos distintos: (i) noticias falsas e (ii) imágenes faciales falsas generadas por redes neuronales.
Durante ...
In this paper, two main approaches for automatic building detection and localization using high spatial resolution imagery and LiDAR data are compared and evaluated: thresholding-based and object-based classification. The ...
[EN] Agricultural land abandonment is an increasing problem in Europe. The Comunitat Valenciana Region (Spain) is one of the most important citrus producers in Europe suffering this problem. This region characterizes by ...
[EN] Glaucoma is one of the leading causes of irreversible but preventable blindness in working age populations. Color fundus photography (CFP) is the most cost-effective imaging modality to screen for retinal disorders. ...