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    Microaneurysm detection in fundus images using a two-step convolutional neural network 

    Type: Journal Paper
    Author : نوشین افتخاری; حمیدرضا پوررضا; مجتبی مسعودی; سید کمال الدین غیاثی شیرازی; احسان سعیدی; noushin eftekhari; Hamid Reza Pourreza; mojtaba masoudi; Kamaledin Ghiasi Shirazi; Ehsan Saeedi
    Year: 2019
    Abstract:

    convolutional neural network (CNN) is

    presented.

    Methods: Our method incorporates a novel technique utilizing a two-stage process

    with two online datasets which results in accurate detection while solving the imbalance

    data problem...

    Convolutional kernel networks based on a convex combination of cosine kernels 

    Type: Journal Paper
    Author : محمدرضا محمدنیای قرائی; رضا منصفی; سید کمال الدین غیاثی شیرازی; Mohammadreza Mohammadnia Qaraei; Reza Monsefi; Kamaledin Ghiasi Shirazi
    Year: 2018
    Abstract:

    Convolutional Kernel Networks -CKNs- are efficient multilayer kernel machines, which are constructed by approximating a convolution kernel with a mapping based on Gaussian functions. In this paper, we introduce a new ...

    Segmentation of neurons based on one-class classification 

    Type: Conference Paper
    Publisher: IEEE
    Year: 2014

    ZrO2-TiO2 Thin Films and Resonators for Mid-Infrared Integrated Photonics 

    Type: Conference Paper
    Publisher: IEEE
    Year: 2014

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