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Listar por palabra clave "Retinal Image Synthesis"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Retinal Image Synthesis"

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    Retinal Image Synthesis and Semi-supervised Learning for Glaucoma Assessment 
    Díaz-Pinto, Andrés Yesid; Colomer, Adrián; Naranjo Ornedo, Valeriana; Morales, Sandra; Xu, Yanwu; Frangi, Alejandro F. (Institute of Electrical and Electronics Engineers, 2019)
    [EN] Recent works show that Generative Adversarial Networks (GANs) can be successfully applied to image synthesis and semi-supervised learning, where, given a small labelled database and a large unlabelled database, the ...
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    Retinal Image Synthesis for Glaucoma Assessment using DCGAN and VAE Models 
    Díaz-Pinto, Andrés Yesid; Colomer, Adrián; Naranjo Ornedo, Valeriana; Morales, Sandra; Xu, Yanwu; Frangi, Alejandro F. (Springer, 2019-07-24)
    The performance of a Glaucoma assessment system is highly affected by the number of labelled images used during the training stage. However, labelled images are often scarce or costly to obtain. In this paper, we address ...