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Gonzalo Rosa
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 17
Top Topics
Hyperspectral
Ground Truth
Tumor Classification
Depth Estimation
Top Venues
DCIS
DSD
DASIP
Sensors
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Publications
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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)
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)
Owen Le Gonidec
,
Miguel Chavarrías
,
Anup Saha
,
Gonzalo Rosa
,
Fernando Pescador
Energy Efficient Versatile Video Coding Decoder Using Lightweight Regression Models.
DSD
(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)
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)
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)
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)