Vazquez Valle, Guillermo guillermo.vazquez.valle@alumnos.upm.es
Actividades
- Artículos 5
- Libros 0
- Capítulos de libro 0
- Congresos 9
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 4
- Tesis dirigidas 0
- Patentes o licencias de software 0
Improving Brain Tumor Detection by Cortical Surface and Vessels Segmentation Through RGB-to-HSI Transfer Learning
- Vazquez, Guillermo
- Martin-Perez, Alberto
- Perez-Nunez, Angel
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
Cancers - 6/3/2026
10.3390/cancers18050857 Ver en origen
- ISSN 20726694
SLIMBRAIN database: A multimodal image database of in vivo human brains for tumour detection
- Martin-Perez, Alberto
- Villa, Manuel
- Rosa Olmeda, Gonzalo
- Sancho, Jaime
- Vazquez, Guillermo
- Urbanos, Gemma
- Martinez de Ternero, Alejandro
- Chavarrias, Miguel
- Jimenez-Roldan, Luis
- Perez-Nunez, Angel
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
Scientific Data (p. 836-836) - 21/5/2025
10.1038/s41597-025-04993-y Ver en origen
- ISSN 20524463
Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators
- G Vazquez
- M Villa
- A Martín-Pérez
- J Sancho
- G Rosa
- PL Cebrián
International Workshop On Design And Architecture For Signal And Image … - 1/1/2023
- iMarina
Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification
- PL Cebrián
- A Martín-Pérez
- M Villa
- J Sancho
- G Rosa
- G Vazquez
International Workshop On Design And Architecture For Signal And Image … - 1/1/2023
- iMarina
Supervised Machine Learning Methods and Hyperspectral Imaging Techniques Jointly Applied for Brain Cancer Classification
- Urbanos, Gemma
- Martin, Alberto
- Vazquez, Guillermo
- Villanueva, Marta
- Villa, Manuel
- Jimenez-Roldan, Luis
- Chavarrias, Miguel
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
Sensors - 1/6/2021
10.3390/s21113827 Ver en origen
- ISSN 14248220
Este/a investigador/a no tiene libros.
Este/a investigador/a no tiene capítulos de libro.
Exploration of Fast Sinewave Pattern Generation and Projection in a SoC-based System for Spatial Frequency Domain Imaging Applications
- Pallab Sutradhar, Alberto Martín-Pérez, Rubén Rodrigues, Alejandro Martinez de Ternero, Jaime Sancho, Gonzalo Rosa, Manuel Villa, Guillermo Vazquez, Pedro L. Cebrián, Luis Jimenez-Roldan, Angel Perez-Nuñez, Alfonso Lagares, Miguel Chavarrías, Eduardo Juarez and Cesar Sanz
Proceedings Xxxviii Conference On Design Of Circuits And Integrated Systems, Dcis 2023 - 15/11/2023
- iMarina
Sparse to Dense Ground Truth Pre-Processing in Hyperspectral Imaging for In-Vivo Brain Tumour Detection
- Vazquez G
- Martín-Pérez A
- Villa M
- Sancho J
- Rosa G
- Cebrián PL
- Sutradhar P
- De Ternero AM
- Perez-Nuñez A
- Jimenez-Roldan L
- Lagares A
- Chavarrías M
- Juarez E
- Sanz C
2023 Ieee International Conference On Metrology For Extended Reality, Artificial Intelligence And Neural Engineering, Metroxraine 2023 - Proceedings (p. 272-277) - 1/1/2023
Real-time hyperspectral and depth fusion calibration method for improved reflectance measures on arbitrary complex surfaces
- Martinez de Ternero, Alejandro
- Sancho, Jaime
- Martin-Perez, Alberto
- Villa, Manuel
- Vazquez, Guillermo
- Cebrian, Pedro L
- Rosa, Gonzalo
- Sutradhar, Pallab
- Chavarrias, Miguel
- Juarez, Eduardo
- Sanz, Cesar
Proceedings 2023 26th Euromicro Conference On Digital System Design (p. 507-514) - 1/1/2023
10.1109/dsd60849.2023.00076 Ver en origen
- ISSN 26393859
Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC
- Sutradhar, Pallab
- Sancho, Jaime
- Villa, Manuel
- Martin-Perez, Alberto
- Vazquez, Guillermo
- Rosa, Gonzalo
- Martinez de Ternero, Alejandro
- Jimenez-Roldan, Luis
- Perez-Nunez, Angel
- Lagares, Alfonso
- Chavarrias, Miguel
- Juarez, Eduardo
- Sanz, Cesar
Dcis 2022 - Proceedings Of The 37th Conference On Design Of Circuits And Integrated Systems (p. 70-75) - 1/1/2022
Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks
- Martinez de Ternero, Alejandro
- Sancho, Jaime
- Vazquez, Guillermo
- Villa, Manuel
- Rosa, Gonzalo
- Sutradhar, Pallab
- Martin-Perez, Alberto
- Chavarrias, Miguel
- Jimenez-Roldan, Luis
- Perez-Nunez, Angel
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
Dcis 2022 - Proceedings Of The 37th Conference On Design Of Circuits And Integrated Systems (p. 6-11) - 1/1/2022
Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images
- Martin-Perez, Alberto
- Villa, Manuel
- Vazquez, Guillermo
- Sancho, Jaime
- Rosa, Gonzalo
- Sutradhar, Pallab
- Chavarrias, Miguel
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
Proceedings - 2022 25th Euromicro Conference On Digital System Design, Dsd 2022 (p. 835-842) - 1/1/2022
Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging
- Villa M
- Sancho J
- Vazquez G
- Rosa G
- Urbanos G
- Martin-Perez A
- Sutradhar P
- Salvador R
- Chavarrías M
- Lagares A
- Juarez E
- Sanz C
Syntactic Asp Forgetting With Forks (p. 123-135) - 1/1/2022
10.1007/978-3-031-12748-9_10 Ver en origen
- ISSN 03029743
An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time
- Sancho, Jaime
- Villa, Manuel
- Urbanos, Gemma
- Villanueva, Marta
- Sutradhar, Pallab
- Rosa, Gonzalo
- Martin, Alberto
- Vazquez, Guillermo
- Chavarrias, Miguel
- Salvador, Ruben
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
36th Conference On Design Of Circuits And Integrated Systems, Dcis 2021 (p. 131-136) - 1/1/2021
Stitching technique based on SURF for Hyperspectral Pushbroom Linescan Cameras
- Villa, Manuel
- Sancho, Jaime
- Villanueva, Marta
- Urbanos, Gemma
- Sutradhar, Pallab
- Rosa, Gonzalo
- Vazquez, Guillermo
- Martin, Alberto
- Chavarrias, Miguel
- Perez, Luis
- Nunez, Angel
- Lagares, Alfonso
- Juarez, Eduardo
- Sanz, Cesar
36th Conference On Design Of Circuits And Integrated Systems, Dcis 2021 (p. 21-26) - 1/1/2021
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
HIGH-PRECISION DEPTH ESTIMATION ON VEHICLE BODY SURFACES IN A WIND TUNNEL
- JUAREZ MARTINEZ, EDUARDO (Colaborador/a)
- SANCHO ARAGON, JAIME (Investigador principal (IP))
- VAZQUEZ VALLE, GUILLERMO (Colaborador/a)
- MARTIN PEREZ, ALBERTO (Colaborador/a)
- LOBO PEREA, PEDRO JOSE (Colaborador/a)
- GROBA GONZALEZ, ANGEL MANUEL (Colaborador/a)
- PESCADOR DEL OSO, FERNANDO (Colaborador/a)
- CHAVARRIAS LAPASTORA, MIGUEL (Colaborador/a)
- SANZ ALVARO, CESAR (Colaborador/a)
- ROSA OLMEDA, GONZALO (Colaborador/a)
- VILLA ROMERO, MANUEL (Colaborador/a)
Ejecución: 15-11-2025 - 31-12-2025
Tipo: Interno
Importe financiado: 0,00 Euros.
- iMarina
Artificial Intelligence in Manufacturing leading to Sustainability and Industry5.0
- VILLA ROMERO, MANUEL (Participante)
- MARTINEZ DE TERNERO RUIZ, ALEJANDRO (Participante)
- VAZQUEZ VALLE, GUILLERMO (Participante)
- SANCHO ARAGON, JAIME (Participante)
- LOBO PEREA, PEDRO JOSE (Participante)
- GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
- SANZ ALVARO, CESAR (Participante)
- GROBA GONZALEZ, ANGEL MANUEL (Participante)
- CHAVARRIAS LAPASTORA, MIGUEL (Participante)
- PESCADOR DEL OSO, FERNANDO (Participante)
- JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))
Ejecución: 01-05-2023 - 30-04-2026
Tipo: Internacional
Importe financiado: 298375,00 Euros.
- iMarina
DETECCIÓN AUTOMÁTICA DE DEFECTOS SUPERFICIALES EN PIEZAS AERONÁUTICAS MEDIANTE TÉCNICAS DE CLASIFICACIÓN DE IMÁGENES
- VAZQUEZ VALLE, GUILLERMO (Colaborador/a)
- SANZ ALVARO, CESAR (Colaborador/a)
- SANCHO ARAGON, JAIME (Colaborador/a)
- CHAVARRIAS LAPASTORA, MIGUEL (Colaborador/a)
- JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))
Ejecución: 22-02-2022 - 12-02-2023
- iMarina
Holographic Vision for Immersive Tele-Robotic OperatioN
- GROBA GONZALEZ, ANGEL MANUEL (Participante)
- ARANDA LOPEZ, VICTOR (Participante)
- GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
- VAZQUEZ VALLE, GUILLERMO (Participante)
- SANCHO ARAGON, JAIME (Participante)
- SANZ ALVARO, CESAR (Participante)
- CHAVARRIAS LAPASTORA, MIGUEL (Participante)
- LOBO PEREA, PEDRO JOSE (Participante)
- JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))
- MARTINEZ DE TERNERO RUIZ, ALEJANDRO (Participante)
- PESCADOR DEL OSO, FERNANDO (Participante)
Ejecución: 01-06-2020 - 30-11-2022
Tipo: Internacional
Importe financiado: 399610,00 Euros.
- iMarina
Este/a investigador/a no tiene tesis dirigidas.
Este/a investigador/a no tiene patentes o licencias de software.
Perfiles de investigador/a
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Scopus Author ID