ListarDepartamento de Informática y Análisis Numérico por tema "Deep Learning"

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    • Deep Ordinal Classification in Forest Areas Using Light Detection and Ranging Point Clouds 

      Morales-Martín, Alejandro; Mesas Carrascosa, Francisco Javier; Gutiérrez, Pedro Antonio; Pérez Porras, Fernando; Vargas, Víctor Manuel; Hervás-Martínez, César (MDPI, 2024)
      Recent advances in Deep Learning and aerial Light Detection And Ranging (LiDAR) have offered the possibility of refining the classification and segmentation of 3D point clouds to contribute to the monitoring of complex ...

    • Jewelry Recognition via Encoder-Decoder Models 

      Alcalde-Llergo, José M.; Yeguas-Bolívar, Enrique; Zingoni, Andrea; Fuerte-Jurado, Alejandro (IEEE, 2023)
      Jewelry recognition is a complex task due to the different styles and designs of accessories. Precise descriptions of the various accessories is something that today can only be achieved by experts in the field of ...