Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons

by Ernestina Martel, Raquel Lazcano, José López, Daniel Madroñal, Rubén Salvador, Sebastián López, Eduardo Juarez, Raúl Guerra, César Sanz, Roberto Sarmiento
Published 2018-06-01

PAPIFY: Automatic Instrumentation and Monitoring of Dynamic Dataflow Applications Based on PAPI

by Daniel Madronal, Florian Arrestier, Jaime Sancho, Antoine Morvan, Raquel Lazcano, Karol Desnos, Ruben Salvador, Daniel Menard, Eduardo Juarez, Cesar Sanz
Published 2019-01-01

Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

by Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Ruben Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo M. Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
Published 2018-07-01

Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications

by Raquel Lazcano, Daniel Madronal, Giordana Florimbi, Jaime Sancho, Sergio Sanchez, Raquel Leon, Himar Fabelo, Samuel Ortega, Emanuele Torti, Ruben Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juarez, Gustavo M. Callico, Cesar Sanz
Published 2019-01-01

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations.

by Himar Fabelo, Samuel Ortega, Daniele Ravi, B Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M Callicó, Harry Bulstrode, Adam Szolna, Juan F Piñeiro, Silvester Kabwama, Daniel Madroñal, Raquel Lazcano, Aruma J-O'Shanahan, Sara Bisshopp, María Hernández, Abelardo Báez, Guang-Zhong Yang, Bogdan Stanciulescu, Rubén Salvador, Eduardo Juárez, Roberto Sarmiento
Published 2018-01-01

An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation

by Himar Fabelo, Samuel Ortega, Raquel Lazcano, Daniel Madroñal, Gustavo M. Callicó, Eduardo Juárez, Rubén Salvador, Diederik Bulters, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro, Coralia Sosa, Aruma J. O’Shanahan, Sara Bisshopp, María Hernández, Jesús Morera, Daniele Ravi, B. Ravi Kiran, Aurelio Vega, Abelardo Báez-Quevedo, Guang-Zhong Yang, Bogdan Stanciulescu, Roberto Sarmiento
Published 2018-02-01

<italic>In-Vivo</italic> Hyperspectral Human Brain Image Database for Brain Cancer Detection

by Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Pineiro, Silvester Kabwama, Aruma J-O'Shanahan, Harry Bulstrode, Sara Bisshopp, B. Ravi Kiran, Daniele Ravi, Raquel Lazcano, Daniel Madronal, Coralia Sosa, Carlos Espino, Mariano Marquez, Maria De La Luz Plaza, Rafael Camacho, David Carrera, Maria Hernandez, Gustavo M. Callico, Jesus Morera Molina, Bogdan Stanciulescu, Guang-Zhong Yang, Ruben Salvador Perea, Eduardo Juarez, Cesar Sanz, Roberto Sarmiento
Published 2019-01-01