Manuel Villa - RankMe

24 papers C 3Journal 9Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	eGoRG: GPU-accelerated depth estimation for immersive video applications based on graph cuts. J. Vis. Commun. Image Represent. Jaime Sancho, Manuel Villa, Miguel Chavarrías, Rubén Salvador, Eduardo Juárez, César Sanz
2025	J	`jnl`	Benchmarking commercial depth sensors for intraoperative markerless registration in neurosurgery applications. Int. J. Comput. Assist. Radiol. Surg. Manuel Villa, Jaime Sancho, Gonzalo Rosa-Olmeda, Miguel Chavarrías, Eduardo Juárez, César Sanz Álvaro
2025	—	`conf`	Deep Learning-Based Depth Estimation for Facial Morphology Characterization in Neurosurgery Applications. DCIS Jaime Sancho, Manuel Villa, Gonzalo Rosa-Olmeda, Alejandro Martinez de Ternero, Miguel Chavarrías, Eduardo Juárez, César Sanz
2025	J	`jnl`	Deep learning-driven glioblastoma diagnosis from histopathological images via single-cell segmentation and morphological analysis. Mach. Learn. Sci. Technol. Gonzalo Rosa-Olmeda, Sara Hiller-Vallina, Manuel Villa, Massimo Salvi, Ricardo Gargini, Miguel Chavarrías
2025	J	`jnl`	Multimodal MRI-HSI Synthetic Brain Tissue Dataset Based on Agar Phantoms. Data Manuel Villa, Jaime Sancho, Gonzalo Rosa-Olmeda, Aure Enkaoua, Sara Moccia, Eduardo Juárez Martínez
2024	J	`jnl`	A Microscope Setup and Methodology for Capturing Hyperspectral and RGB Histopathological Imaging Databases. Sensors Gonzalo Rosa-Olmeda, Manuel Villa, Sara Hiller-Vallina, Miguel Chavarrías, Fernando Pescador, Ricardo Gargini
2024	J	`jnl`	HyperMRI: hyperspectral and magnetic resonance fusion methodology for neurosurgery applications. Int. J. Comput. Assist. Radiol. Surg. Manuel Villa, Jaime Sancho, Gonzalo Rosa, Miguel Chavarrías, Eduardo Juárez Martínez, César Sanz
2024	J	`jnl`	SLIMBRAIN: Augmented Reality Real-Time Acquisition and Processing System For Hyperspectral Classification Mapping with Depth Information for In-Vivo Surgical Procedures. CoRR Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz
2023	—	`conf`	Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators. DASIP 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
2023	—	`conf`	Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification. DASIP 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
2023	C	`conf`	Real-Time Hyperspectral and Depth Fusion Calibration Method for Improved Reflectance Measures on Arbitrary Complex Surfaces. DSD 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
2023	J	`jnl`	SLIMBRAIN: Augmented reality real-time acquisition and processing system for hyperspectral classification mapping with depth information for in-vivo surgical procedures. J. Syst. Archit. Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz
2023	—	`conf`	Sparse to Dense Ground Truth Pre-Processing in Hyperspectral Imaging for In-Vivo Brain Tumour Detection. MetroXRAINE 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
2023	C	`conf`	Transmittance Hyperspectral Capture System and Methodology Assessment for Blood-Liquid Serum Samples Analysis. DSD Gonzalo Rosa, Cristina Sánchez Carabias, Victoria Cunha Alves, Manuel Villa, Alberto Martín-Pérez, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
2022	—	`conf`	Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks. DCIS 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
2022	—	`conf`	Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging. DASIP 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
2022	—	`conf`	Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC. DCIS 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
2022	C	`conf`	Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images. DSD Alberto Martín-Pérez, Manuel Villa, Guillermo Vázquez, Jaime Sancho, Gonzalo Rosa, Pallab Sutradhar, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
2021	—	`conf`	An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time. DCIS 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
2021	—	`conf`	Stitching technique based on SURF for Hyperspectral Pushbroom Linescan Cameras. DCIS 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
2021	J	`jnl`	Supervised Machine Learning Methods and Hyperspectral Imaging Techniques Jointly Applied for Brain Cancer Classification. Sensors Gemma Urbanos, Alberto Martín, Guillermo Vázquez, Marta Villanueva, Manuel Villa, Luis Jimenez-Roldan, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz
2020	—	`conf`	Hyperspectral Images Acquisition: an Efficient Capture and Processing Stitching Procedure for Medical Environments. DCIS Gonzalo Rosa, Marta Villanueva, Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Manuel Villa, Alberto Martín, Eduardo Juárez, Luis Jiménez, Miguel Chavarrías, Alfonso Lagares, César Sanz
2020	—	`conf`	Multiclass Brain Tumor Classification Using Hyperspectral Imaging and Supervised Machine Learning. DCIS Luisa Ruiz, Alberto Martín, Gemma Urbanos, Marta Villanueva, Jaime Sancho, Gonzalo Rosa, Manuel Villa, Miguel Chavarrías, Ángel Pérez, Eduardo Juárez, Alfonso Lagares, César Sanz
2020	—	`conf`	Towards GPU Accelerated HyperSpectral Depth Estimation in Medical Applications. DCIS Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Marta Villanueva, Gonzalo Rosa, Alberto Diaz, Manuel Villa, Miguel Chavarrías, Alfonso Lagares, Rubén Salvador, Eduardo Juárez, César Sanz