Manuel Villa

According to our database, Manuel Villa authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Microscope Setup and Methodology for Capturing Hyperspectral and RGB Histopathological Imaging Databases.

Gonzalo Rosa-Olmeda, Manuel Villa, Sara Hiller-Vallina, Miguel Chavarrías, Fernando Pescador, Ricardo Gargini

Sensors, September, 2024

HyperMRI: hyperspectral and magnetic resonance fusion methodology for neurosurgery applications.

Manuel Villa, Jaime Sancho, Gonzalo Rosa, Miguel Chavarrías, Eduardo Juárez Martínez, César Sanz

Int. J. Comput. Assist. Radiol. Surg., July, 2024

2023

SLIMBRAIN: Augmented reality real-time acquisition and processing system for hyperspectral classification mapping with depth information for in-vivo surgical procedures.

Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz

J. Syst. Archit., 2023

Sparse to Dense Ground Truth Pre-Processing in Hyperspectral Imaging for In-Vivo Brain Tumour Detection.

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

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Real-Time Hyperspectral and Depth Fusion Calibration Method for Improved Reflectance Measures on Arbitrary Complex Surfaces.

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

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

Transmittance Hyperspectral Capture System and Methodology Assessment for Blood-Liquid Serum Samples Analysis.

Gonzalo Rosa, Cristina Sánchez Carabias, Victoria Cunha Alves, Manuel Villa, Alberto Martín-Pérez, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators.

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

Proceedings of the Design and Architecture for Signal and Image Processing, 2023

Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification.

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

Proceedings of the Design and Architecture for Signal and Image Processing, 2023

2022

Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images.

Alberto Martín-Pérez, Manuel Villa, Guillermo Vázquez, Jaime Sancho, Gonzalo Rosa, Pallab Sutradhar, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks.

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

Proceedings of the 37th Conference on Design of Circuits and Integrated Systems, 2022

Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC.

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

Proceedings of the 37th Conference on Design of Circuits and Integrated Systems, 2022

Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging.

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

Proceedings of the Design and Architecture for Signal and Image Processing, 2022

2021

Supervised Machine Learning Methods and Hyperspectral Imaging Techniques Jointly Applied for Brain Cancer Classification.

Gemma Urbanos, Alberto Martín, Guillermo Vázquez, Marta Villanueva, Manuel Villa, Luis Jimenez-Roldan, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz

Sensors, 2021

Stitching technique based on SURF for Hyperspectral Pushbroom Linescan Cameras.

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

Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021

An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time.

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

Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021

2020

Towards GPU Accelerated HyperSpectral Depth Estimation in Medical Applications.

Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Marta Villanueva, Gonzalo Rosa, Alberto Diaz, Manuel Villa, Miguel Chavarrías, Alfonso Lagares, Rubén Salvador, Eduardo Juárez, César Sanz

Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020

Multiclass Brain Tumor Classification Using Hyperspectral Imaging and Supervised Machine Learning.

Luisa Ruiz, Alberto Martín, Gemma Urbanos, Marta Villanueva, Jaime Sancho, Gonzalo Rosa, Manuel Villa, Miguel Chavarrías, Ángel Pérez, Eduardo Juárez, Alfonso Lagares, César Sanz

Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020

Hyperspectral Images Acquisition: an Efficient Capture and Processing Stitching Procedure for Medical Environments.

Gonzalo Rosa, Marta Villanueva, Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Manuel Villa, Alberto Martín, Eduardo Juárez, Luis Jiménez, Miguel Chavarrías, Alfonso Lagares, César Sanz

Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020