mas allá de la Acuicultura 4.0: iNteligEncia artificial y datos Multimodales para el desarrollO de una iNdustria digital, resiliente y ecológicAmente sostenible - REGODON CEREZO, PABLO (Miembro del equipo de trabajo); VILLA ROMERO, MANUEL (Miembro del equipo de trabajo); CEBRIAN CASTEL, PEDRO LUIS (Miembro del equipo de trabajo); ROSA OLMEDA, GONZALO (Miembro del equipo de trabajo); ZHONG, ENMIN (Miembro del equipo de trabajo); JUAREZ MARTINEZ, EDUARDO (Participante); Salgado Alvarez de Sotomayor, Luis (Participante); PESCADOR DEL OSO, FERNANDO (Participante); RONDA PRIETO, JOSE IGNACIO (Participante); FUERTES COIRAS, DANIEL (Miembro del equipo de trabajo); SANCHO ARAGON, JAIME (Miembro del equipo de trabajo); BLANCO ADAN, CARLOS ROBERTO DEL (Investigador principal (IP)); et al. (2022)

Aplicación de tecnologías de visión e inteligencia artificial a la mejora del proceso productivo (Acuicultura 4.0) - FRAILE MUÑOZ, RUBEN (Participante); GUTIERREZ ARRIOLA, JUANA MARIA (Participante); CASTILLO MORAL, MARIA (Miembro del equipo de trabajo); REGODON CEREZO, PABLO (Miembro del equipo de trabajo); GONZALEZ GORRACHATEGUI, DAVID (Miembro del equipo de trabajo); CEBRIAN CASTEL, PEDRO LUIS (Miembro del equipo de trabajo); ARENCIBIA CASTELLANOS, GIANNA (Miembro del equipo de trabajo); ROSA OLMEDA, GONZALO (Miembro del equipo de trabajo); PESCADOR DEL OSO, FERNANDO (Investigador principal (IP)); TAO, XIYA (Miembro del equipo de trabajo); JIMENEZ AREVALO, MIGUEL (Miembro del equipo de trabajo); CHAVARRIAS LAPASTORA, MIGUEL (Participante); et al. (2021)

Clasificación intraoperatoria de tumores cerebrales mediante modelos inmersivos 3D en la Comunidad de Madrid - VILLANUEVA TORRES, MARTA (Participante); MORRIS GARCIA, EMILY KATHERINE (Participante); LOBO PEREA, PEDRO JOSE (Participante); PESCADOR DEL OSO, FERNANDO (Participante); SALVADOR PEREA, RUBEN (Participante); MENESES CHAUS, JUAN MANUEL (Participante); GARRIDO GONZALEZ, MATIAS JAVIER (Participante); LAZCANO LOPEZ, RAQUEL (Participante); SANCHO ARAGON, JAIME (Participante); MADROÑAL QUINTIN, DANIEL (Participante); CHAVARRIAS LAPASTORA, MIGUEL (Participante); SANZ ALVARO, CESAR (Participante); et al. (2019)

Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC - Sutradhar, P; Sancho, J; Villa, M; Martin-Perez, A; Vazquez, G; Rosa, G; de Ternero, AM; Jimenez-Roldan, L; Perez-Nuñez, A; Lagares, A; Chavarrías, M; Juarez, E; et al. (Dcis 2022 - Proceedings Of The 37th Conference On Design Of Circuits And Integrated Systems, 2022)

Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks - de Ternero, AM; Sancho, J; Vazquez, G; Villa, M; Rosa, G; Sutradhar, P; Martín-Pérez, A; Chavarrías, M; Jimenez-Roldan, L; Perez-Nuñez, A; Lagares, A; Juarez, E; et al. (Dcis 2022 - Proceedings Of The 37th Conference On Design Of Circuits And Integrated Systems, 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, 2022)

Gorg: Towards a gpu-accelerated multiview hyperspectral depth estimation tool for medical applications - Sancho, J; Sutradhar, P; Rosa, G; Chavarrías, M; Perez-Nuñez, A; Salvador, R; Lagares, A; Juárez, E; Sanz, C (Sensors, 2021)

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; et al. (36th Conference On Design Of Circuits And Integrated Systems, Dcis 2021, 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; et al. (36th Conference On Design Of Circuits And Integrated Systems, Dcis 2021, 2021)

Towards GPU Accelerated HyperSpectral Depth Estimation in Medical Applications - Sancho, J; Urbanos, G; Ruiz, L; Villanueva, M; Rosa, G; Diaz, A; Villa, M; Chavarrías, M; Lagares, A; Salvador, R; Juárez, E; Sanz, C (2020 Xxxv Conference On Design Of Circuits And Integrated Systems (Dcis), 2020)

Hyperspectral Images Acquisition: an Efficient Capture and Processing Stitching Procedure for Medical Environments - Rosa, Gonzalo; Villanueva, Marta; Sancho, Jaime; Urbanos, Gemma; Ruiz, Luisa; Villa, Manuel; Martin, Alberto; Juarez, Eduardo; Jimenez, Luis; Chavarrias, Miguel; Lagares, Alfonso; Sanz, Cesar (2020 Xxxv Conference On Design Of Circuits And Integrated Systems (Dcis), 2020)

Assessment of Multi-Plenoptic 2.0 Camera Depth Maps for DIBR - Khosroshahi, HR; Sancho, J; Rosa, G; Salvador, R; Juarez, E; Lafruit, G; Teratani, M (Proceedings Of Spie - The International Society For Optical Engineering, 2023)

Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators - Vazquez, Guillermo; Villa, Manuel; Martin-Perez, Alberto; Sancho, Jaime; Rosa, Gonzalo; Cebrian, Pedro L; Sutradhar, Pallab; de Ternero, Alejandro Martinez; Chavarrias, Miguel; Lagares, Alfonso; Juarez, Eduardo; Sanz, Cesar (Lecture Notes In Computer Science, 2023)

Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification - Cebrian, Pedro L; Martin-Perez, Alberto; Villa, Manuel; Sancho, Jaime; Rosa, Gonzalo; Vazquez, Guillermo; Sutradhar, Pallab; Martinez de Ternero, Alejandro; Chavarrias, Miguel; Lagares, Alfonso; Juarez, Eduardo; Sanz, Cesar (Lecture Notes In Computer Science, 2023)

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; et al. (2023 Ieee International Conference On Metrology For Extended Reality, Artificial Intelligence And Neural Engineering, Metroxraine 2023 - Proceedings, 2023)

Real-time segmentation and weight estimation of flatfish using image processing and deep learning in aquiculture - P. Regodón , G. Rosa, P.L. Cebrián, M. Chavarrías; F. Pescador (Proceedings Aquaculture Europe 2023, 2023)

Energy Efficient Versatile Video Coding Decoder Using Lightweight Regression Models - Le Gonidec, O; Chavarrías, M; Saha, A; Rosa, G; Pescador, F (Proceedings 2023 26th Euromicro Conference On Digital System Design, 2023)

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; Cesar Sanz (Proceedings Xxxviii Conference On Design Of Circuits And Integrated Systems, Dcis 2023, 2023)

Real-time hyperspectral and depth fusion calibration method for improved reflectance measures on arbitrary complex surfaces - de Ternero, AM; Sancho, J; Martín-Pérez, A; Villa, M; Vazquez, G; Cebrián, PL; Rosa, G; Sutradhar, P; Chavarrías, M; Juarez, E; Sanz, C (Proceedings 2023 26th Euromicro Conference On Digital System Design, 2023)

Transmittance hyperspectral capture system and methodology assessment for blood-liquid serum samples analysis - Rosa, Gonzalo; Sanchez Carabias, Cristina; Cunha Alves, Victoria; Villa, Manuel; Martin-Perez, Alberto; Chavarrias, Miguel; Lagares, Alfonso; Juarez, Eduardo; Sanz, Cesar (Proceedings 2023 26th Euromicro Conference On Digital System Design, 2023)

Multiclass Brain Tumor Classification Using Hyperspectral Imaging and Supervised Machine Learning - Ruiz, Luisa; Martin, Alberto; Urbanos, Gemma; Villanueva, Marta; Sancho, Jaime; Rosa, Gonzalo; Villa, Manuel; Chavarrias, Miguel; Perez, Angel; Juarez, Eduardo; Lagares, Alfonso; Sanz, Cesar (2020 35th Conference On Design Of Circuits And Integrated Systems, Dcis 2020, 2020)

A Microscope Setup and Methodology for Capturing Hyperspectral and RGB Histopathological Imaging Databases - Rosa-Olmeda, G; Villa, M; Hiller-Vallina, S; Chavarrias, M; Pescador, F; Gargini, R (Sensors, 2024)

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; et al. (Scientific Data, 2025)

Open-source 2D multispectral forward and inverse solver of the radiative transfer equation - de Ternero AM; Sancho J; Villa M; Martín-Pérez A; Vazquez G; Cebrián PL; Rosa G; Suthradhar P; Chavarrías M; Juárez E; Sanz C (Medical Imaging 2012: Image Processing, 2025)

Roadmap for the Characterization and Validation of Hyperspectral Microscopic Systems - Quintana-Quintana, L; Olmeda, GR; Santana-Nunez, J; Chavarr as, M; Ortega, S; Sancho, J; Fabelo, H; Ju rez, E; Callico, GM (Ieee Transactions On Instrumentation And Measurement, 2025)

HyperMRI: hyperspectral and magnetic resonance fusion methodology for neurosurgery applications - Villa, M; Sancho, J; Rosa, G; Chavarrias, M; Juarez, E; Sanz, C (International Journal Of Computer Assisted Radiology And Surgery, 2024)

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 ?, 2023)

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 ?, 2023)

A Systematic-Oriented Process for Tool Selection: The Case of Green and Technical Debt Tools in Architecture Reconstruction - Villa, Manuel; Sancho, Jaime; Vazquez, Guillermo; Rosa, Gonzalo; Urbanos, Gemma; Martin-Perez, Alberto; Sutradhar, Pallab; Salvador, Ruben; Chavarrias, Miguel; Lagares, Alfonso; Juarez, Eduardo; Sanz, Cesar (Syntactic Asp Forgetting With Forks, 2023)

HIGH-PRECISION DEPTH ESTIMATION ON VEHICLE BODY SURFACES IN A WIND TUNNEL - 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); JUAREZ MARTINEZ, EDUARDO (Colaborador/a); SANCHO ARAGON, JAIME (Investigador principal (IP)) (2025)

Deep learning-driven glioblastoma diagnosis from histopathological images via single-cell segmentation and morphological analysis - Rosa-Olmeda, G; Hiller-Vallina, S; Villa, M; Salvi, M; Gargini, R; Chavarrías, M (Machine Learning: Science And Technology, 2025)