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Listar por autor "Bolelli, Federico"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por autor "Bolelli, Federico"

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    A deep analysis on high resolution dermoscopic image classification 
    Pollastri, Federico; Parreño Lara, Mario; Maroñas-Molano, Juan; Bolelli, Federico; Paredes Palacios, Roberto; Ramos, Daniel; Grana, Costantino (Institution of Electrical Engineers, 2021-10)
    [EN] Convolutional neural networks (CNNs) have been broadly employed in dermoscopic image analysis, mainly as a result of the large amount of data gathered by the International Skin Imaging Collaboration (ISIC). As in many ...
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    Augmenting data with GANs to segment melanoma skin lesions 
    Pollastri, Federico; Bolelli, Federico; Paredes Palacios, Roberto; Grana, Costantino (Springer-Verlag, 2020-06)
    [EN] This paper presents a novel strategy that employs Generative Adversarial Networks (GANs) to augment data in the skin lesion segmentation task, which is a fundamental first step in the automated melanoma detection ...