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ORCIDGonzalo Rosa
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Journal Articles
- 2024
[j3]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): 1367-1374 (2024)- [j2]Gonzalo Rosa-Olmeda, Manuel Villa, Sara Hiller-Vallina, Miguel Chavarrías, Fernando Pescador, Ricardo Gargini:
A Microscope Setup and Methodology for Capturing Hyperspectral and RGB Histopathological Imaging Databases. Sensors 24(17): 5654 (2024) - 2021
- [j1]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): 4091 (2021)
Conference and Workshop Papers
- 2023
- [c15]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: 15-27 - [c14]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: 28-39 - [c13]Owen Le Gonidec, Miguel Chavarrías, Anup Saha, Gonzalo Rosa, Fernando Pescador:
Energy Efficient Versatile Video Coding Decoder Using Lightweight Regression Models. DSD 2023: 46-52 - [c12]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: 485-492 - [c11]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: 507-514 - [c10]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: 272-277 - 2022
- [c9]Manuel Villa, Jaime Sancho, Guillermo Vázquez, Gonzalo Rosa, Gemma Urbanos, Alberto Martín-Pérez, 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: 123-135 - [c8]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: 1-6 - [c7]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: 1-6 - [c6]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: 835-842 - 2021
- [c5]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: 1-6 - [c4]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: 1-6 - 2020
- [c3]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: 1-6 - [c2]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: 1-6 - [c1]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: 1-6
Coauthor Index
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