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    Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB 

    Alvarez-Gila, Aitor; Van de Weijer, Joost; Garrote, Estibaliz (IEEE, 2017-10)
    conferenceObject

    Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest 

    Elola, Andoni; Aramendi, Elisabete; Irusta, Unai; Picón, Artzai; Alonso, Erik; [et al.] (MDPI AG, 2019-03-01)
    article

    Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild 

    Picon, Artzai; Alvarez-Gila, Aitor; Seitz, Maximiliam; Ortiz-Barredo, Amaia; Echazarra, Jone; [et al.] (Elsevier B.V., 2019-06)
    article

    Self-supervised Blur Detection from Synthetically Blurred Scenes 

    Alvarez-Gila, Aitor; Galdran, Adrian; Garrote, Estibaliz; Van de Weijer, Joost (Elsevier, 2019)
    article

    Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions 

    Picon, Artzai; Seitz, Maximiliam; Alvarez-Gila, Aitor; Mohnke, Patrick; Ortiz-Barredo, Amaia; [et al.] (Elsevier, 2019-12)
    article

    A deep learning approach to the inversion of borehole resistivity measurements 

    Shahriari, M.; Pardo, D.; Picon, A.; Galdran, A.; Del Ser, J.; [et al.] (Springer Nature, 2020-04-13)
    article

    Few-Shot Learning approach for plant disease classification using images taken in the field 

    Argüeso, David; Picon, Artzai; Irusta, Unai; Medela, Alfonso; San-Emeterio, Miguel G; [et al.] (Elsevier B.V., 2020-08)
    article

    Why deep learning performs better than classical machine learning? 

    PICON RUIZ, ARTZAI; ALVAREZ GILA, AITOR; IRUSTA, UNAI; ECHAZARRA HUGUET, JONE (Federacion de Asociaciones de Ingenieros Industriales de Espana, 2020-04)
    article

    Deep learning to find colorectal polyps in colonoscopy: A systematic literature review 

    Sánchez-Peralta, Luisa F.; Bote-Curiel, Luis; Picón, Artzai; Sánchez-Margallo, Francisco M.; Pagador, J. Blas (Elsevier B.V., 2020-08)
    article

    Eigenloss: Combined PCA-Based Loss Function for Polyp Segmentation 

    Sánchez-Peralta, Luisa F.; Picón, Artzai; Antequera-Barroso, Juan Antonio; Ortega-Morán, Juan Francisco; Sánchez-Margallo, Francisco M.; [et al.] (Multidisciplinary Digital Publishing Institute (MDPI), 2020)
    article
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    AuthorAlvarez-Gila, Aitor (5)Picón, Artzai (5)Pagador, J. Blas (4)Sánchez-Margallo, Francisco M. (4)Sánchez-Peralta, Luisa F. (4)... View MoreKeyword
    Deep learning (15)
    Convolutional neural network (3)Plant disease (3)Colorectal cancer (2)Computer vision (2)... View MoreDate Issued2021 (2)2020 (8)2019 (4)2017 (1)

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