Search Results - "Cadiz, Alfonso"

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    Convolutional Neural Network Feature Extraction Using Covariance Tensor Decomposition

    Convolutional Neural Network Feature Extraction Using Covariance Tensor Decomposition by Fonseca, Ricardo, Guarnizo, Oscar, Suntaxi, Diego, Cadiz, Alfonso, Creixell, Werner

    Published in IEEE access (2021)
    “…This work describes a new method to extract image features using tensor decomposition to model data. Given a set of sample images, we extract patches from…”
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    Accuracy Comparison of CNN, LSTM, and Transformer for Activity Recognition Using IMU and Visual Markers

    Accuracy Comparison of CNN, LSTM, and Transformer for Activity Recognition Using IMU and Visual Markers by Trujillo-Guerrero, Maria Fernanda, Roman-Niemes, Stadyn, Jaen-Vargas, Milagros, Cadiz, Alfonso, Fonseca, Ricardo, Serrano-Olmedo, Jose Javier

    Published in IEEE access (2023)
    “…Human activity recognition (HAR) has applications ranging from security to healthcare. Typically these systems are composed of data acquisition and activity…”
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