César Sanz

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 54

Top Topics

Cancer Detection

Parallel Implementation

Top Venues

IEEE Trans. Consumer Electron.

Publications

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 Marrero Callicó, César Sanz
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. CoRR (2024)
Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Piñeiro, Silvester Kabwama, Aruma J. O'Shanahan, Harry Bulstrode, Sara Bisshopp, B. R. Kiran, D. Ravi, Raquel Lazcano, Daniel Madroñal, C. Sosa, Carlos Espino Palma, M. Marquez, Maria De La Luz Plaza, R. Camacho, D. Carrera, M. Hernandez, Gustavo Marrero Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez, César Sanz, R. Sarmiento
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection. CoRR (2024)
Manuel Villa, Jaime Sancho, Gonzalo Rosa, Miguel Chavarrías, Eduardo Juárez Martínez, César Sanz
HyperMRI: hyperspectral and magnetic resonance fusion methodology for neurosurgery applications. Int. J. Comput. Assist. Radiol. Surg. 19 (7) (2024)
Ernestina Martel, Raquel Lazcano, J. Lopez, Daniel Madroñal, Rubén Salvador, Sebastián López, E. Juarez, Raúl Guerra, César Sanz, Roberto Sarmiento
Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons. CoRR (2024)
Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz
SLIMBRAIN: Augmented Reality Real-Time Acquisition and Processing System For Hyperspectral Classification Mapping with Depth Information for In-Vivo Surgical Procedures. CoRR (2024)
Alejandro Martinez de Ternero, Jaime Sancho, Alberto Martín-Pérez, Manuel Villa, Guillermo Vázquez, Pedro L. Cebrián, Gonzalo Rosa, Pallab Sutradhar, Miguel Chavarrías, Eduardo Juárez, César Sanz
Real-Time Hyperspectral and Depth Fusion Calibration Method for Improved Reflectance Measures on Arbitrary Complex Surfaces. DSD (2023)
Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz
SLIMBRAIN: Augmented reality real-time acquisition and processing system for hyperspectral classification mapping with depth information for in-vivo surgical procedures. J. Syst. Archit. 140 (2023)
Pedro L. Cebrián, Alberto Martín-Pérez, Manuel Villa, Jaime Sancho, Gonzalo Rosa, Guillermo Vázquez, Pallab Sutradhar, Alejandro Martinez de Ternero, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification. DASIP (2023)
Guillermo Vázquez, Manuel Villa, Alberto Martín-Pérez, Jaime Sancho, Gonzalo Rosa, Pedro L. Cebrián, Pallab Sutradhar, Alejandro Martinez de Ternero, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators. DASIP (2023)
Gonzalo Rosa, Cristina Sánchez Carabias, Victoria Cunha Alves, Manuel Villa, Alberto Martín-Pérez, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
Transmittance Hyperspectral Capture System and Methodology Assessment for Blood-Liquid Serum Samples Analysis. DSD (2023)
Guillermo Vázquez, Alberto Martín-Pérez, Manuel Villa, Jaime Sancho, Gonzalo Rosa, Pedro L. Cebrián, Pallab Sutradhar, Alejandro Martinez de Ternero, Angel Perez-Nuñez, Luis Jimenez-Roldan, Alfonso Lagares, Miguel Chavarrías, Eduardo Juárez, César Sanz
Sparse to Dense Ground Truth Pre-Processing in Hyperspectral Imaging for In-Vivo Brain Tumour Detection. MetroXRAINE (2023)
Alberto Martín-Pérez, Manuel Villa, Guillermo Vázquez, Jaime Sancho, Gonzalo Rosa, Pallab Sutradhar, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images. DSD (2022)
Alejandro Martinez de Ternero, Jaime Sancho, Guillermo Vázquez, Manuel Villa, Gonzalo Rosa, Pallab Sutradhar, Alberto Martín-Pérez, Miguel Chavarrías, Luis Jimenez-Roldan, Angel Perez-Nuñez, Alfonso Lagares, Eduardo Juárez, César Sanz
Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks. DCIS (2022)
Manuel Villa, Jaime Sancho, Guillermo Vázquez, Gonzalo Rosa, Gemma Urbanos, Alberto Martin-Perez, Pallab Sutradhar, Rubén Salvador, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging. DASIP (2022)
Pallab Sutradhar, Jaime Sancho, Manuel Villa, Alberto Martín-Pérez, Guillermo Vázquez, Gonzalo Rosa, Alejandro Martinez de Ternero, Luis Jimenez-Roldan, Angel Perez-Nuñez, Alfonso Lagares, Miguel Chavarrías, Eduardo Juárez, César Sanz
Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC. DCIS (2022)
Eduardo Juárez, Raquel Lazcano, Daniel Madroñal, César Sanz
Energy Consumption and Runtime Performance Optimizations Applied to Hyperspectral Imaging Cancer Detection. ISQED (2022)
Pedro J. Lobo, Eduardo Juárez, Fernando Pescador, César Sanz
Efficient Open Source Software Radio on Heterogeneous Multicore Embedded Platforms. IEEE Consumer Electron. Mag. 10 (2) (2021)
Tiziana Fanni, Daniel Madroñal, Claudio Rubattu, Carlo Sau, Francesca Palumbo, Eduardo Juárez, Maxime Pelcat, César Sanz, Luigi Raffo
Run-time Performance Monitoring of Heterogenous Hw/Sw Platforms Using PAPI. CoRR (2021)
Jaime Sancho, Manuel Villa, Gemma Urbanos, Marta Villanueva, Pallab Sutradhar, Gonzalo Rosa, Alberto Martín, Guillermo Vázquez, Miguel Chavarrías, Rubén Salvador, Alfonso Lagares, Eduardo Juárez, César Sanz
An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time. DCIS (2021)
Manuel Villa, Jaime Sancho, Marta Villanueva, Gemma Urbanos, Pallab Sutradhar, Gonzalo Rosa, Guillermo Vázquez, Alberto Martín, Miguel Chavarrías, Luis Perez, Angel Perez-Nuñez, Alfonso Lagares, Eduardo Juárez, César Sanz
Stitching technique based on SURF for Hyperspectral Pushbroom Linescan Cameras. DCIS (2021)
Jaime Sancho, Pallab Sutradhar, Gonzalo Rosa, Miguel Chavarrías, Angel Perez-Nuñez, Rubén Salvador, Alfonso Lagares, Eduardo Juárez, César Sanz
GoRG: Towards a GPU-Accelerated Multiview Hyperspectral Depth Estimation Tool for Medical Applications. Sensors 21 (12) (2021)
Gemma Urbanos, Alberto Martín, Guillermo Vázquez, Marta Villanueva, Manuel Villa, Luis Jimenez-Roldan, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
Supervised Machine Learning Methods and Hyperspectral Imaging Techniques Jointly Applied for Brain Cancer Classification. Sensors 21 (11) (2021)
Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Marta Villanueva, Gonzalo Rosa, Alberto Diaz, Manuel Villa, Miguel Chavarrías, Alfonso Lagares, Rubén Salvador, Eduardo Juárez, César Sanz
Towards GPU Accelerated HyperSpectral Depth Estimation in Medical Applications. DCIS (2020)
Gonzalo Rosa, Marta Villanueva, Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Manuel Villa, Alberto Martín, Eduardo Juárez, Luis Jiménez, Miguel Chavarrías, Alfonso Lagares, César Sanz
Hyperspectral Images Acquisition: an Efficient Capture and Processing Stitching Procedure for Medical Environments. DCIS (2020)
Matías J. Garrido, Fernando Pescador, Miguel Chavarrías, Pedro J. Lobo, César Sanz, Pedro Paz
An FPGA-Based Architecture for the Versatile Video Coding Multiple Transform Selection Core. IEEE Access 8 (2020)
Luisa Ruiz, Alberto Martín, Gemma Urbanos, Marta Villanueva, Jaime Sancho, Gonzalo Rosa, Manuel Villa, Miguel Chavarrías, Ángel Pérez, Eduardo Juárez, Alfonso Lagares, César Sanz
Multiclass Brain Tumor Classification Using Hyperspectral Imaging and Supervised Machine Learning. DCIS (2020)
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
Hardware/Software Self-adaptation in CPS: The CERBERO Project Approach. SAMOS (2019)
Raquel Lazcano, Daniel Madroñal, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz
Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing. J. Signal Process. Syst. 91 (7) (2019)
Daniel Madroñal, Florian Arrestier, Jaime Sancho, Antoine Morvan, Raquel Lazcano, Karol Desnos, Rubén Salvador, Daniel Ménard, Eduardo Juárez Martínez, César Sanz
PAPIFY: Automatic Instrumentation and Monitoring of Dynamic Dataflow Applications Based on PAPI. IEEE Access 7 (2019)
Matías J. Garrido, Fernando Pescador, Miguel Chavarrías, Pedro J. Lobo, César Sanz
A 2-D Multiple Transform Processor for the Versatile Video Coding Standard. IEEE Trans. Consumer Electron. 65 (3) (2019)
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel Leon, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez Martínez, Gustavo Marrero Callicó, César Sanz
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 7 (2019)
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 Marrero Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez Martínez, César Sanz, Roberto Sarmiento
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection. IEEE Access 7 (2019)
Matías J. Garrido, Fernando Pescador, Miguel Chavarrías, Pedro J. Lobo, César Sanz
A High Performance FPGA-Based Architecture for the Future Video Coding Adaptive Multiple Core Transform. IEEE Trans. Consumer Electron. 64 (1) (2018)
Daniel Madroñal, Antoine Morvan, Raquel Lazcano, Rubén Salvador, Karol Desnos, Eduardo Juárez Martínez, César Sanz
Automatic instrumentation of dataflow applications using PAPI. CF (2018)
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images. Sensors 18 (7) (2018)
Ernestina Martel, Raquel Lazcano, José Francisco López, Daniel Madroñal, Rubén Salvador, Sebastián López, Eduardo Juárez Martínez, Raúl Guerra, César Sanz, Roberto Sarmiento
Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons. Remote. Sens. 10 (6) (2018)
Leonardo Suriano, Daniel Madroñal, Alfonso Rodríguez, Eduardo Juárez, César Sanz, Eduardo de la Torre
A Unified Hardware/Software Monitoring Method for Reconfigurable Computing Architectures Using PAPI. ReCoSoC (2018)
Daniel Madroñal, Raquel Lazcano, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz
Energy consumption characterization of a Massively Parallel Processor Array (MPPA) platform running a hyperspectral SVM classifier. DASIP (2017)
Raquel Lazcano, Daniel Madroñal, Rubén Salvador, Karol Desnos, Maxime Pelcat, Raúl Guerra, Himar Fabelo, Samuel Ortega, Sebastián López, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture. J. Syst. Archit. 77 (2017)
Rubén Salvador, Samuel Ortega, Daniel Madroñal, Himar Fabelo, Raquel Lazcano, Gustavo Marrero Callicó, Eduardo Juárez, Roberto Sarmiento, César Sanz
HELICoiD: interdisciplinary and collaborative project for real-time brain cancer detection: Invited Paper. Conf. Computing Frontiers (2017)
Fernando Pescador, Miguel Chavarrías, Matías J. Garrido, Javier Malagón, César Sanz
Real-time HEVC decoding with OpenHEVC and OpenMP. ICCE (2017)
Raquel Lazcano, Daniel Madroñal, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz
Parallel implementation of an iterative PCA algorithm for hyperspectral images on a manycore platform. DASIP (2017)
Qiong Tang, Angel M. Groba, Eduardo Juárez, César Sanz
Closed-loop power-control governor for multimedia mobile devices. IEEE Trans. Consumer Electron. 63 (2) (2017)
Daniel Madroñal, Raquel Lazcano, Rubén Salvador, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz
SVM-based real-time hyperspectral image classifier on a manycore architecture. J. Syst. Archit. 80 (2017)
R. Domingo, Rubén Salvador, Himar Fabelo, Daniel Madroñal, Samuel Ortega, Raquel Lazcano, Eduardo Juárez, Gustavo Marrero Callicó, César Sanz
High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier. ReCoSoC (2017)
Miguel Chavarrías, Fernando Pescador, Matías J. Garrido, Alexandre Sanchez, César Sanz
Design of multicore HEVC decoders using actor-based dataflow models and OpenMP. IEEE Trans. Consumer Electron. 62 (3) (2016)
Daniel Madroñal, Raquel Lazcano, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz
Hyperspectral image classification using a parallel implementation of the linear SVM on a Massively Parallel Processor Array (MPPA) platform. DASIP (2016)
Rubén Salvador, Himar Fabelo, Raquel Lazcano, Samuel Ortega, Daniel Madroñal, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz
Demo: HELICoiD tool demonstrator for real-time brain cancer detection. DASIP (2016)
Qiong Tang, Angel M. Groba, Eduardo Juárez, César Sanz, Fernando Pescador
Real-time power-consumption control system for multimedia mobile devices. IEEE Trans. Consumer Electron. 62 (4) (2016)
Qiong Tang, Angel M. Groba, Eduardo Juárez, César Sanz
Real-time power consumption control system for multimedia mobile devices. ICCE (2016)
Miguel Chavarrías, Fernando Pescador, Matías J. Garrido, Eduardo Juárez, César Sanz
A multicore DSP HEVC decoder using an actorbased dataflow model and OpenMP. IEEE Trans. Consumer Electron. 61 (2) (2015)
Qiong Tang, Angel M. Groba, Eduardo Juárez Martínez, César Sanz
Modeling, Analysis and Design of a Closed-loop Power Regulation System for Multimedia Embedded Devices. PECCS (2015)
Miguel Chavarrías, Fernando Pescador, Matías J. Garrido, Eduardo Juárez, César Sanz
A multicore DSP HEVC decoder using an actor-based dataflow model. ICCE (2015)
Rong Ren, Eduardo Juárez, César Sanz, Mickaël Raulet, Fernando Pescador
Energy estimation models for video decoders: reconfigurable video coding-CAL case-study. IET Comput. Digit. Tech. 9 (1) (2015)
Rong Ren, Eduardo Juárez, César Sanz, Mickaël Raulet, Fernando Pescador
Energy-aware decoders: A case study based on an RVC-CAL specification. DASIP (2014)
Rong Ren, Eduardo Juárez, César Sanz, Mickaël Raulet, Fernando Pescador
On-line energy estimation model of an RVC-CAL HEVC decoder. ICCE (2014)
Rong Ren, Eduardo Juárez, César Sanz, Mickaël Raulet, Fernando Pescador
Energy-aware decoder management: a case study on RVC-CAL specification based on just-in-time adaptive decoder engine. IEEE Trans. Consumer Electron. 60 (3) (2014)
Fernando Pescador, Miguel Chavarrías, Matías J. Garrido, Eduardo Juárez Martínez, César Sanz
Complexity analysis of an HEVC decoder based on a digital signal processor. IEEE Trans. Consumer Electron. 59 (2) (2013)
Rong Ren, Eduardo Juárez, César Sanz, Mickaël Raulet, Fernando Pescador
System-level PMC-driven energy estimation models in RVC-CAL video codec specifications. DASIP (2013)
Rong Ren, Jianguo Wei, Eduardo Juárez Martínez, Matías J. Garrido, César Sanz, Fernando Pescador
A PMC-driven methodology for energy estimation in RVC-CAL video codec specifications. Signal Process. Image Commun. 28 (10) (2013)
Fernando Pescador, Matías J. Garrido, Eduardo Juárez, César Sanz
On an implementation of HEVC video decoders with DSP technology. ICCE (2013)
Jesús Arriaga, Juan Blanco, Pedro J. Lobo, Angel M. Groba, Juan Manuel López, Javier Hernandez, César Sanz, Javier Corredor, Antonio Carpeño
La Formación en Electrónica en los Nuevos Grados Relacionados con la Ingeniería de Telecomunicación en España. Rev. Iberoam. de Tecnol. del Aprendiz. 6 (1) (2011)
Fernando Pescador, Eduardo Juárez Martínez, Mickaël Raulet, César Sanz
A DSP based H.264/SVCdecoder for a multimedia terminal. IEEE Trans. Consumer Electron. 57 (2) (2011)
Fernando Pescador, Eduardo Juárez Martínez, David Samper Martínez, César Sanz, Mickaël Raulet
A Test Bench for Distortion-Energy Optimization of a DSP-Based H.264/SVC Decoder. DSD (2010)
Eduardo Juárez Martínez, Fernando Pescador, Pedro J. Lobo, Angel M. Groba, César Sanz
Distortion-Energy Analysis of an OMAP-Based H.264/SVC Decoder. MobiMedia (2010)
Fernando Pescador, Gonzalo Maturana, Matías J. Garrido, Eduardo Juárez Martínez, César Sanz
An H.264 video decoder based on a latest generation DSP. IEEE Trans. Consumer Electron. 55 (1) (2009)
Fernando Pescador, César Sanz, Matías J. Garrido, Eduardo Juárez Martínez, David Samper Martínez
A DSP Based H.264 Decoder for a Multi-Format IP Set-Top Box. IEEE Trans. Consumer Electron. 54 (1) (2008)
Fernando Pescador, Matías J. Garrido, César Sanz, Eduardo Juárez Martínez, Manuel César Rodríguez Lacruz, David Samper Martínez
A real-time H.264 MP decoder based on a DM642 DSP. ICECS (2007)
Pedro J. Lobo, M. A. Freire, Matías J. Garrido, César Sanz, Fernando Pescador, David Samper Martínez
The Prototyping Methodology of a Data Receiver for Digital Audio Broadcasting (DAB) Networks. IEEE International Workshop on Rapid System Prototyping (2006)
Fernando Pescador, César Sanz, Matías J. Garrido, Carlos Santos, Rafael Antoniello
A DSP based IP set-top box for home entertainment. IEEE Trans. Consumer Electron. 52 (1) (2006)
Matías J. Garrido, César Sanz, Marcos Jiménez, Juan M. Meneses
The rapid prototyping experience of an H.263 video coder onto FPGA. Microprocess. Microsystems 29 (8-9) (2005)
Matías J. Garrido, César Sanz, Marcos Jiménez, Juan M. Meneses
A flexible architecture for H.263 video coding. J. Syst. Archit. 49 (12-15) (2003)
Matías J. Garrido, César Sanz, Marcos Jiménez, Juan M. Meneses
A Flexible H.263 Video Coder Prototype Based on FPGA. IEEE International Workshop on Rapid System Prototyping (2002)
Matías J. Garrido, César Sanz, Marcos Jiménez, Juan M. Meneses
A Flexible Architecture for H.263 Video Coding. DSD (2002)
Matías J. Garrido, César Sanz, Marcos Jiménez, Juan M. Meneses
An FPGA implementation of a flexible architecture for H.263 video coding. IEEE Trans. Consumer Electron. 48 (4) (2002)
César Sanz, Matías J. Garrido, Juan M. Meneses
VLSI Architecture for Motion Estimation using the Block-Matching Algorithm. ED&TC (1996)
César Sanz, Laura de Zulueta, Juan M. Meneses
FPGA Implementation of the Block-Matching Algorithm for Motion Estimation in Image Coding. FPL (1996)