Daniel Madroñal

29 papers B 1Journal 15Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
An FPGA-based accelerator design methodology for smart UAVs in precision agriculture: A case study.
J. Syst. Archit.
Gianluca Bellocchi, Daniel Madroñal, Alessandro Capotondi, Francesca Palumbo, Andrea Marongiu
2024 J jnl
Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons.
CoRR
Ernestina Martel, Raquel Lazcano, J. Lopez, Daniel Madroñal, Rubén Salvador, Sebastián López, E. Juarez, Raúl Guerra, César Sanz, Roberto Sarmiento
2024 J jnl
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection.
CoRR
Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Piñeiro, Silvester Kabwama, Aruma J. O'Shanahan, Harry Bulstrode, Sara Bisshopp, B. Ravi Kiran, Daniele Ravì, Raquel Lazcano, Daniel Madroñal, Coralia Sosa, Carlos Espino Palma, Mariano Márquez, Maria De La Luz Plaza, Rafael Camacho, David Carrera, María Hernández, Gustavo M. Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez, César Sanz, R. Sarmiento
2024 J jnl
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
CoRR
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez, Gustavo M. Callicó, César Sanz
2024 J jnl
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations.
CoRR
Himar Fabelo, Samuel Ortega, Daniele Ravì, 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, M. Hernandez, Abelardo Báez-Quevedo, Guang-Zhong Yang, Bogdan Stanciulescu, R. Salvador, E. Juarez, R. Sarmiento
2022 — conf
Energy Consumption and Runtime Performance Optimizations Applied to Hyperspectral Imaging Cancer Detection.
ISQED
Eduardo Juárez, Raquel Lazcano, Daniel Madroñal, César Sanz
2022 — conf
HW-SW Management Using a Lightweight Yocto-based OS Running on a ZCU102.
CPS Summer School, PhD Workshop
Raffaele Meloni, Giuseppe Meloni, Daniel Madroñal
2021 J jnl
Run-time Performance Monitoring of Heterogenous Hw/Sw Platforms Using PAPI.
CoRR
Tiziana Fanni, Daniel Madroñal, Claudio Rubattu, Carlo Sau, Francesca Palumbo, Eduardo Juárez, Maxime Pelcat, César Sanz, Luigi Raffo
2021 — conf
Unmanned Vehicles in Smart Farming: a Survey and a Glance at Future Horizons.
DroneSE/RAPIDO@HiPEAC
Daniel Madroñal, Francesca Palumbo, Alessandro Capotondi, Andrea Marongiu
2020 B conf
Runtime multi-versioning and specialization inside a memoized speculative loop optimizer.
CC
Raquel Lazcano, Daniel Madroñal, Eduardo Juárez, Philippe Clauss
2019 J jnl
Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing.
J. Signal Process. Syst.
Raquel Lazcano, Daniel Madroñal, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo M. Callicó, Eduardo Juárez Martínez, César Sanz
2019 — conf
Hardware/Software Self-adaptation in CPS: The CERBERO Project Approach.
SAMOS
Francesca Palumbo, Tiziana Fanni, Carlo Sau, Alfonso Rodríguez, Daniel Madroñal, Karol Desnos, Antoine Morvan, Maxime Pelcat, Claudio Rubattu, Raquel Lazcano, Luigi Raffo, Eduardo de la Torre, Eduardo Juárez, César Sanz, Pablo Sanchez de Rojas
2019 J jnl
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection.
IEEE Access
Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Piñeiro, Silvester Kabwama, Aruma J. O'Shanahan, Harry Bulstrode, Sara Bisshopp, Bangalore Ravi Kiran, Daniele Ravì, Raquel Lazcano, Daniel Madroñal, Coralia Sosa, Carlos Espino Palma, Mariano Márquez, Maria De La Luz Plaza, Rafael Camacho, David Carrera, María Hernández, Gustavo M. Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez Martínez, César Sanz, Roberto Sarmiento
2019 J jnl
PAPIFY: Automatic Instrumentation and Monitoring of Dynamic Dataflow Applications Based on PAPI.
IEEE Access
Daniel Madroñal, Florian Arrestier, Jaime Sancho, Antoine Morvan, Raquel Lazcano, Karol Desnos, Rubén Salvador, Daniel Ménard, Eduardo Juárez Martínez, César Sanz
2019 J jnl
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
IEEE Access
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez Martínez, Gustavo M. Callicó, César Sanz
2019 — conf
Run-time performance monitoring of hardware accelerators: POSTER.
CF
Daniel Madroñal, Tiziana Fanni
2018 — conf
A Unified Hardware/Software Monitoring Method for Reconfigurable Computing Architectures Using PAPI.
ReCoSoC
Leonardo Suriano, Daniel Madroñal, Alfonso Rodríguez, Eduardo Juárez, César Sanz, Eduardo de la Torre
2018 J jnl
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images.
Sensors
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo M. Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
2018 J jnl
An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation.
Sensors
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 Ravì, B. Ravi Kiran, Aurelio Vega, Abelardo Báez-Quevedo, Guang-Zhong Yang, Bogdan Stanciulescu, Roberto Sarmiento
2018 — conf
Automatic instrumentation of dataflow applications using PAPI.
CF
Daniel Madroñal, Antoine Morvan, Raquel Lazcano, Rubén Salvador, Karol Desnos, Eduardo Juárez Martínez, César Sanz
2018 J jnl
Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons.
Remote. Sens.
Ernestina Martel, Raquel Lazcano, José Francisco López, Daniel Madroñal, Rubén Salvador, Sebastián López, Eduardo Juárez Martínez, Raúl Guerra, César Sanz, Roberto Sarmiento
2017 — conf
Energy consumption characterization of a Massively Parallel Processor Array (MPPA) platform running a hyperspectral SVM classifier.
DASIP
Daniel Madroñal, Raquel Lazcano, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo M. Callicó, Eduardo Juárez, César Sanz
2017 — conf
HELICoiD: interdisciplinary and collaborative project for real-time brain cancer detection: Invited Paper.
Conf. Computing Frontiers
Rubén Salvador, Samuel Ortega, Daniel Madroñal, Himar Fabelo, Raquel Lazcano, Gustavo M. Callicó, Eduardo Juárez, Roberto Sarmiento, César Sanz
2017 — conf
High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier.
ReCoSoC
R. Domingo, Rubén Salvador, Himar Fabelo, Daniel Madroñal, Samuel Ortega, Raquel Lazcano, Eduardo Juárez, Gustavo M. Callicó, César Sanz
2017 — conf
Parallel implementation of an iterative PCA algorithm for hyperspectral images on a manycore platform.
DASIP
Raquel Lazcano, Daniel Madroñal, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo M. Callicó, Eduardo Juárez, César Sanz
2017 J jnl
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture.
J. Syst. Archit.
Raquel Lazcano, Daniel Madroñal, Rubén Salvador, Karol Desnos, Maxime Pelcat, Raúl Guerra, Himar Fabelo, Samuel Ortega, Sebastián López, Gustavo M. Callicó, Eduardo Juárez Martínez, César Sanz
2017 J jnl
SVM-based real-time hyperspectral image classifier on a manycore architecture.
J. Syst. Archit.
Daniel Madroñal, Raquel Lazcano, Rubén Salvador, Himar Fabelo, Samuel Ortega, Gustavo M. Callicó, Eduardo Juárez Martínez, César Sanz
2016 — conf
Demo: HELICoiD tool demonstrator for real-time brain cancer detection.
DASIP
Rubén Salvador, Himar Fabelo, Raquel Lazcano, Samuel Ortega, Daniel Madroñal, Gustavo M. Callicó, Eduardo Juárez, César Sanz
2016 — conf
Hyperspectral image classification using a parallel implementation of the linear SVM on a Massively Parallel Processor Array (MPPA) platform.
DASIP
Daniel Madroñal, Raquel Lazcano, Himar Fabelo, Samuel Ortega, Gustavo M. Callicó, Eduardo Juárez, César Sanz