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ORCIDGustavo Marrero Callicó
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2020 – today
- 2024
[j51]Daniel Enériz
, Antonio J. Rodríguez-Almeida, Himar Fabelo, Samuel Ortega, Francisco Javier Balea-Fernández, Gustavo Marrero Callicó, Nicolás Medrano, Belén Calvo:
Low-Cost FPGA Implementation of Deep Learning-Based Heart Sound Segmentation for Real-Time CVDs Screening. IEEE Trans. Instrum. Meas. 73: 1-16 (2024)- [c64]Ryodai Fukushima, Toshihiro Takamatsu, Kounosuke Sato, Abian Hernandez-Guedes, Gustavo Marrero Callicó, Kyohei Okubo, Masakazu Umezawa, Hideo Yokota, Kohei Soga, Hiroshi Takemura:
Detection of Exposed Nerves in Two Individuals In Vivo and Unexposed Nerves Ex Vivo with Near-Infrared Hyperspectral Laparoscope. SII 2024: 19-24 - [i4]Himar Fabelo, Samuel Ortega, D. Ravi, B. R. Kiran, C. Sosa, Diederik Bulters, Gustavo Marrero Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro, Silvester Kabwama, Daniel Madroñal, Raquel Lazcano, Aruma J. O'Shanahan, Sara Bisshopp, M. Hernandez, Abelardo Báez-Quevedo, Guang-Zhong Yang, Bogdan Stanciulescu, R. Salvador, E. Juarez, R. Sarmiento:
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations. CoRR abs/2402.07192 (2024) - [i3]Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Piñeiro, Silvester Kabwama, Aruma J. O'Shanahan, Harry Bulstrode, Sara Bisshopp, B. R. Kiran, D. Ravi, Raquel Lazcano, Daniel Madroñal, C. Sosa, Carlos Espino Palma, M. Marquez, Maria De La Luz Plaza, R. Camacho, D. Carrera, M. Hernandez, Gustavo Marrero Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez, César Sanz, R. Sarmiento:
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection. CoRR abs/2402.10776 (2024) - [i2]Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez, Gustavo Marrero Callicó, César Sanz:
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. CoRR abs/2404.10631 (2024) - 2023
- [j50]Inés A. Cruz-Guerrero, Aldo R. Mejía-Rodríguez, Samuel Ortega, Himar Fabelo, Gustavo Marrero Callicó, Javier A. Jo, Daniel U. Campos-Delgado:
Multi and hyperspectral image unmixing with spatial coherence by extended blind end-member and abundance extraction. J. Frankl. Inst. 360(15): 11165-11196 (2023) - [j49]Abian Hernandez-Guedes, Natalia Arteaga-Marrero, Enrique Villa, Gustavo Marrero Callicó, Juan Ruiz-Alzola:
Feature Ranking by Variational Dropout for Classification Using Thermograms from Diabetic Foot Ulcers. Sensors 23(2): 757 (2023) - [j48]Carlos Urbina Ortega, Eduardo Quevedo Gutiérrez, Laura Quintana, Samuel Ortega, Himar Fabelo, Lucana Santos Falcón, Gustavo Marrero Callicó:
Towards Real-Time Hyperspectral Multi-Image Super-Resolution Reconstruction Applied to Histological Samples. Sensors 23(4): 1863 (2023) - [j47]Antonio J. Rodríguez-Almeida, Himar Fabelo, Samuel Ortega, Alejandro Deniz, Francisco Javier Balea-Fernández, Eduardo Quevedo, Cristina Soguero-Ruíz, Ana M. Wägner, Gustavo Marrero Callicó:
Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets. IEEE J. Biomed. Health Informatics 27(6): 2670-2680 (2023) - [c63]Antonio J. Rodríguez-Almeida, Himar Fabelo, Cristina Soguero-Ruíz, Rosa María Sanchez-Hernandez, Ana M. Wägner, Gustavo Marrero Callicó:
Novel Approach for AI-Based Risk Calculator Development Using Transfer Learning Suitable for Embedded Systems. DSD 2023: 103-110 - [c62]Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati:
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs. DSD 2023: 111-116 - [c61]Domenico Ragusa, Antonio J. Rodríguez-Almeida, Stephan Nolting, Emanuele Torti, Himar Fabelo, Ingo Hoyer, Alexander Utz, Gustavo Marrero Callicó, Francesco Leporati:
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device. DSD 2023: 294-301 - [c60]Raquel León, Himar Fabelo, Samuel Ortega, Juan F. Piñeiro, Adam Szolna, Jesús Morera, Bernardino Clavo, Gustavo Marrero Callicó:
Evaluation of Hyperspectral Imaging Fusion for in-vivo Brain Tumor Identification and Delineation. DSD 2023: 493-499 - [c59]Beatriz Martínez-Vega, Raquel León, Himar Fabelo, Samuel Ortega, Eduardo Quevedo, Angeles Canovas-Molina, Francisco Rodriguez-Esparagon, Bernardino Clavo, Gustavo Marrero Callicó:
Analysis of the Behavior of Ozone Therapy in Chemotherapy-Induced Neuropathy Using Hyperspectral Imaging Technology. DSD 2023: 500-506 - [c58]Inés A. Cruz-Guerrero, Juan N. Mendoza-Chavarría, Daniel U. Campos-Delgado, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó:
Classification of Brain Tissues in Hyperspectral Images Using Vision Transformers. ISBI 2023: 1-4 - 2022
- [j46]Abian Hernandez-Guedes, Idafen Santana-Pérez, Natalia Arteaga-Marrero, Himar Fabelo, Gustavo Marrero Callicó, Juan Ruiz-Alzola:
Performance Evaluation of Deep Learning Models for Image Classification Over Small Datasets: Diabetic Foot Case Study. IEEE Access 10: 124373-124386 (2022) - [j45]Alejandro Morales, Pablo Horstrand, Raúl Guerra, Raquel León, Samuel Ortega, María Díaz, José M. Melián, Sebastián López, José Francisco López, Gustavo Marrero Callicó, Ernestina Martel, Roberto Sarmiento:
Laboratory Hyperspectral Image Acquisition System Setup and Validation. Sensors 22(6): 2159 (2022) - [j44]Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Beatriz Martínez-Vega, Gustavo Marrero Callicó, Francesco Leporati:
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application. Sensors 22(16): 6145 (2022) - [j43]Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Francisco Balea-Fernández, Beatriz Martínez-Vega, Irene Castaño, Pablo Almeida, Gregorio Carretero, Javier A. Hernández, Gustavo Marrero Callicó, Francesco Leporati:
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images. Sensors 22(19): 7139 (2022) - [j42]Beatriz Martínez-Vega, Mariia Tkachenko, Marianne Matkabi, Samuel Ortega, Himar Fabelo, Francisco Balea-Fernández, Marco La Salvia, Emanuele Torti, Francesco Leporati, Gustavo Marrero Callicó, Claire Chalopin:
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis. Sensors 22(22): 8917 (2022) - [j41]Daniel U. Campos-Delgado, Inés A. Cruz-Guerrero, Juan N. Mendoza-Chavarría, Aldo R. Mejía-Rodríguez, Samuel Ortega, Himar Fabelo, Gustavo Marrero Callicó:
Nonlinear extended blind end-member and abundance extraction for hyperspectral images. Signal Process. 201: 108718 (2022) - [c57]Daniel Enériz, Antonio J. Rodríguez-Almeida, Himar Fabelo, Samuel Ortega, Francisco Balea-Fernández, Nicolás Medrano, Belén Calvo, Gustavo Marrero Callicó:
Exploring a Segmentation-Classification Deep Learning-based Heart Murmurs Detector. CinC 2022: 1-4 - [c56]Gustavo Marrero Callicó:
Message from the General Chair DSD 2022. DSD 2022: 1 - [c55]María Castro-Fernández, Abián Hernández, Himar Fabelo, Francisco Balea-Fernández, Samuel Ortega, Gustavo Marrero Callicó:
Towards Skin Cancer Self-Monitoring through an Optimized MobileNet with Coordinate Attention. DSD 2022: 607-614 - [c54]Juan N. Mendoza-Chavarría, Eric R. Zavala-Sánchez, Liliana Granados-Castro, Inés A. Cruz-Guerrero, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Daniel U. Campos-Delgado:
Glioblastoma Classification in Hyperspectral Images by Nonlinear Unmixing. DSD 2022: 843-848 - [c53]Inés A. Cruz-Guerrero, Raquel León, Liliana Granados-Castro, Himar Fabelo, Samuel Ortega, Daniel U. Campos-Delgado, Gustavo Marrero Callicó:
Reflectance Calibration with Normalization Correction in Hyperspectral Imaging. DSD 2022: 855-862 - [c52]Carlos Vega, Raquel León, Norberto Medina, Himar Fabelo, Samuel Ortega, Fran Balea, Aday García, Margarita Medina, Silvia De León, Alicia Martín, Gustavo Marrero Callicó:
Development of a Hyperspectral Colposcope for Early Detection and Assessment of Cervical Dysplasia. DSD 2022: 863-870 - [c51]Marco La Salvia, Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Samuel Ortega, Himar Fabelo, Gustavo Marrero Callicó, Francesco Leporati:
Attention-based Skin Cancer Classification Through Hyperspectral Imaging. DSD 2022: 871-876 - [c50]Raquel León, Sofia H. Gelado, Himar Fabelo, Samuel Ortega, Laura Quintana, Adam Szolna, Juan F. Piñeiro, Francisco Balea-Fernández, Jesús Morera, Bernardino Clavo, Gustavo Marrero Callicó:
Hyperspectral imaging for in-vivo/ex-vivo tissue analysis of human brain cancer. Medical Imaging: Image-Guided Procedures 2022 - [e1]Gustavo Marrero Callicó, Regina Hebig, Andreas Wortmann:
48th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2022, Maspalomas, Gran Canaria, Spain, 31 August - 2 September 2022. IEEE 2022, ISBN 978-1-6654-6153-5 [contents] - [d2]Himar Fabelo, Samuel Ortega, Raquel León, Gustavo Marrero Callicó:
Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE DataPort, 2022
- [d1]Laura Quintana, Samuel Ortega, Himar Fabelo, Francisco Balea-Fernández, Gustavo Marrero Callicó:
Hyperspectral Image Dataset for Focus Analysis (HIDFA). IEEE DataPort, 2022 - 2021
- [j40]Jose. M. Cabrera-Peña, Eduardo Quevedo, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Alberto Zapatera Llinares:
Influence of the change of methodology in the practical laboratories of the power electronics subject. Comput. Appl. Eng. Educ. 29(5): 1358-1371 (2021) - [j39]Stig Uteng, Eduardo Quevedo, Gustavo Marrero Callicó, Irene Castaño, Gregorio Carretero, Pablo Almeida, Aday García, Javier A. Hernández, Fred Godtliebsen:
Curve-Based Classification Approach for Hyperspectral Dermatologic Data Processing. Sensors 21(3): 680 (2021) - [c49]Himar Fabelo, Raquel León, Samuel Ortega, Francisco Balea-Fernández, Bernardino Clavo, Gustavo Marrero Callicó, Ana Wagner:
Evaluating the use of Hyperspectral Imaging as Complementary Blood Sample Tests. DCIS 2021: 1-6 - [c48]Raquel León, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó:
Hyperspectral VNIR and NIR Sensors for the Analysis of Human Normal Brain and Tumor Tissue. DCIS 2021: 1-6 - [c47]Laura Quintana, Samuel Ortega, Raquel León, Himar Fabelo, Gustavo Marrero Callicó, Carlos López, Marylène Lejeune, Ramón Bosch:
Instrumentation Evaluation for Hyperspectral Microscopy Targeting Enhanced Medical Histology. DCIS 2021: 1-6 - [c46]Beatriz Martínez-Vega, Raquel León, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, David Suarez-Vega, Bernardino Clavo:
Oxygen Saturation Measurement using Hyperspectral Imaging targeting Real-Time Monitoring. DSD 2021: 480-487 - [c45]Nauman Baig, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Javad Alirezaie, Karthikeyan Umapathy:
Empirical Mode Decomposition Based Hyperspectral Data Analysis for Brain Tumor Classification. EMBC 2021: 2274-2277 - [c44]Francesca Manni, Chuchen Cai, Fons van der Sommen, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi Terander, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Peter H. N. de With:
Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach. Medical Imaging: Image-Guided Procedures 2021 - [c43]Laura Quintana, Samuel Ortega, Himar Fabelo, Gustavo Marrero Callicó:
Blur-Specific No-Reference Image Quality Assesment for Microscopic Hyperspectral Image Focus Quantification. WHISPERS 2021: 1-5 - 2020
- [j38]Giordana Florimbi, Himar Fabelo, Emanuele Torti, Samuel Ortega, Margarita Marrero-Martin, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati:
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms. IEEE Access 8: 8485-8501 (2020) - [j37]Samuel Ortega, Martin T. Halicek, Himar Fabelo, Rafael Camacho, Maria De La Luz Plaza, Fred Godtliebsen, Gustavo Marrero Callicó, Baowei Fei:
Hyperspectral Imaging for the Detection of Glioblastoma Tumor Cells in H&E Slides Using Convolutional Neural Networks. Sensors 20(7): 1911 (2020) - [j36]Pedro Jesús Rodríguez de Rivera, Miriam Rodríguez de Rivera, Fabiola Socorro, Manuel Rodríguez de Rivera, Gustavo Marrero Callicó:
A Method to Determine Human Skin Heat Capacity Using a Non-Invasive Calorimetric Sensor. Sensors 20(12): 3431 (2020) - [j35]Francesca Manni, Fons van der Sommen, Himar Fabelo, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi Terander, Samuel Ortega, Gustavo Marrero Callicó, Peter H. N. de With:
Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach. Sensors 20(23): 6955 (2020) - [c42]Himar Fabelo, Raquel León, Samuel Ortega, Francisco Balea-Fernández, Cristina Bilbao, Gustavo Marrero Callicó, Ana Wagner:
Novel Methodology for Alzheimer's Disease Biomarker Identification in Plasma using Hyperspectral Microscopy. DCIS 2020: 1-6 - [c41]Raquel León, Beatriz Martínez-Vega, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Francisco Balea-Fernández, Cristina Bilbao Sieyro:
Hyperspectral Imaging for Major Neurocognitive Disorder Detection in Plasma Samples. DCIS 2020: 1-6 - [c40]Alicia Martínez-González, Ana Del Valle, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó:
Can Hyperspectral Images be used to detect Brain tumor pixels and their malignant phenotypes? DCIS 2020: 1-5 - [c39]Beatriz Martínez-Vega, Eduardo Quevedo, Raquel León, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Irene Castaño, Gregorio Carretero, Pablo Almeida, Aday García, Javier A. Hernández, Stig Uteng, Fred Godtliebsen:
Statistics-based Classification Approach for Hyperspectral Dermatologic Data Processing. DCIS 2020: 1-6 - [c38]Martin T. Halicek, Samuel Ortega, Himar Fabelo, Carlos López, Marylène Lejeune, Gustavo Marrero Callicó, Baowei Fei:
Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology. Medical Imaging: Digital Pathology 2020: 113200U - [c37]Samuel Ortega, Martin T. Halicek, Himar Fabelo, Raúl Guerra, Carlos López, Marylène Lejeune, Fred Godtliebsen, Gustavo Marrero Callicó, Baowei Fei:
Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images. Medical Imaging: Digital Pathology 2020: 113200V
2010 – 2019
- 2019
- [j34]Himar Fabelo, Samuel Ortega, Adam Szolna, Diederik Bulters, Juan F. Piñeiro, Silvester Kabwama, Aruma J. O'Shanahan, Harry Bulstrode, Sara Bisshopp, Bangalore Ravi Kiran, Daniele Ravì, Raquel Lazcano, Daniel Madroñal, Coralia Sosa, Carlos Espino Palma, Mariano Márquez, Maria De La Luz Plaza, Rafael Camacho, David Carrera, María Hernández, Gustavo Marrero Callicó, Jesús Morera, Bogdan Stanciulescu, Guang-Zhong Yang, Rubén Salvador, Eduardo Juárez Martínez, César Sanz, Roberto Sarmiento:
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection. IEEE Access 7: 39098-39116 (2019) - [j33]Samuel Ortega, Raúl Guerra, María Díaz, Himar Fabelo, Sebastián López, Gustavo Marrero Callicó, Roberto Sarmiento:
Hyperspectral Push-Broom Microscope Development and Characterization. IEEE Access 7: 122473-122491 (2019) - [j32]Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez Martínez, Gustavo Marrero Callicó, César Sanz:
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 7: 152316-152333 (2019) - [j31]Daniel U. Campos-Delgado, Omar Gutierrez-Navarro, Jesus Rico-Jimenez, Elvis Duran-Sierra, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Javier A. Jo:
Extended Blind End-Member and Abundance Extraction for Biomedical Imaging Applications. IEEE Access 7: 178539-178552 (2019) - [j30]Himar Fabelo, Martin T. Halicek, Samuel Ortega, Maysam Shahedi, Adam Szolna, Juan F. Piñeiro, Coralia Sosa, Aruma J. O'Shanahan, Sara Bisshopp, Carlos Espino Palma, Mariano Márquez, María Hernández, David Carrera, Jesús Morera, Gustavo Marrero Callicó, Roberto Sarmiento, Baowei Fei:
Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain. Sensors 19(4): 920 (2019) - [j29]Beatriz Martínez, Raquel León, Himar Fabelo, Samuel Ortega, Juan F. Piñeiro, Adam Szolna, María Hernández, Carlos Espino Palma, Aruma J. O'Shanahan, David Carrera, Sara Bisshopp, Coralia Sosa, Mariano Márquez, Rafael Camacho, Maria De La Luz Plaza, Jesús Morera, Gustavo Marrero Callicó:
Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging. Sensors 19(24): 5481 (2019) - [j28]Raquel Lazcano, Daniel Madroñal, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz:
Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing. J. Signal Process. Syst. 91(7): 759-771 (2019) - [c36]Himar Fabelo, Gregorio Carretero, Pablo Almeida, Aday García, Javier A. Hernández, Fred Godtliebsen, Verónica Melián, Beatriz Martínez, Patricia Beltrán, Samuel Ortega, Margarita Marrero-Martin, Gustavo Marrero Callicó, Roberto Sarmiento, Irene Castaño:
Dermatologic Hyperspectral Imaging System for Skin Cancer Diagnosis Assistance. DCIS 2019: 1-6 - [c35]Abián Hernández, Natalia Arteaga-Marrero, Enrique Villa, Himar Fabelo, Gustavo Marrero Callicó, Juan Ruiz-Alzola:
Automatic Segmentation Based on Deep Learning Techniques for Diabetic Foot Monitoring Through Multimodal Images. ICIAP (2) 2019: 414-424 - [c34]Martin T. Halicek, Himar Fabelo, Samuel Ortega, James V. Little, Xu Wang, Amy Y. Chen, Gustavo Marrero Callicó, Larry L. Myers, Baran D. Sumer, Baowei Fei:
Cancer detection using hyperspectral imaging and evaluation of the superficial tumor margin variance with depth. Medical Imaging: Image-Guided Procedures 2019: 109511A - [c33]Himar Fabelo, Martin T. Halicek, Samuel Ortega, Adam Szolna, Jesús Morera, Roberto Sarmiento, Gustavo Marrero Callicó, Baowei Fei:
Surgical aid visualization system for glioblastoma tumor identification based on deep learning and in-vivo hyperspectral images of human patients. Medical Imaging: Image-Guided Procedures 2019: 1095110 - 2018
- [j27]Eduardo Quevedo, Luis Sánchez, Gustavo Marrero Callicó, Félix Tobajas, Jesús de la Cruz, V. de Armas, Roberto Sarmiento:
Super-resolution with selective filter based on adaptive window and variable macro-block size. J. Real Time Image Process. 15(2): 389-406 (2018) - [j26]Emanuele Torti, Alessandro Fontanella, Giordana Florimbi, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó:
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs. Microprocess. Microsystems 61: 171-178 (2018) - [j25]Himar Fabelo, Samuel Ortega, Raquel Lazcano, Daniel Madroñal, Gustavo Marrero Callicó, Eduardo Juárez, Rubén Salvador, Diederik Bulters, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro, Coralia Sosa, Aruma J. O'Shanahan, Sara Bisshopp, María Hernández, Jesús Morera, Daniele Ravì, B. Ravi Kiran, Aurelio Vega, Abelardo Báez-Quevedo, Guang-Zhong Yang, Bogdan Stanciulescu, Roberto Sarmiento:
An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation. Sensors 18(2): 430 (2018) - [j24]Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento:
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images. Sensors 18(7): 2314 (2018) - [j23]Himar Fabelo, Samuel Ortega, Elizabeth Casselden, Jane Loh, Harry Bulstrode, Ardalan Zolnourian, Paul Grundy, Gustavo Marrero Callicó, Diederik Bulters, Roberto Sarmiento:
SVM Optimization for Brain Tumor Identification Using Infrared Spectroscopic Samples. Sensors 18(12): 4487 (2018) - 2017
- [j22]Raquel Lazcano, Daniel Madroñal, Rubén Salvador, Karol Desnos, Maxime Pelcat, Raúl Guerra, Himar Fabelo, Samuel Ortega, Sebastián López, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz:
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture. J. Syst. Archit. 77: 101-111 (2017) - [j21]Daniel Madroñal, Raquel Lazcano, Rubén Salvador, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz:
SVM-based real-time hyperspectral image classifier on a manycore architecture. J. Syst. Archit. 80: 30-40 (2017) - [j20]Elisa Marenzi, Emanuele Torti, Francesco Leporati, Eduardo Quevedo, Gustavo Marrero Callicó:
Block matching super-resolution parallel GPU implementation for computational imaging. IEEE Trans. Consumer Electron. 63(4): 368-376 (2017) - [j19]Daniele Ravì, Himar Fabelo, Gustavo Marrero Callicó, Guang-Zhong Yang:
Manifold Embedding and Semantic Segmentation for Intraoperative Guidance With Hyperspectral Brain Imaging. IEEE Trans. Medical Imaging 36(9): 1845-1857 (2017) - [c32]Rubén Salvador, Samuel Ortega, Daniel Madroñal, Himar Fabelo, Raquel Lazcano, Gustavo Marrero Callicó, Eduardo Juárez, Roberto Sarmiento, César Sanz:
HELICoiD: interdisciplinary and collaborative project for real-time brain cancer detection: Invited Paper. Conf. Computing Frontiers 2017: 313-318 - [c31]Raquel Lazcano, Daniel Madroñal, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz:
Parallel implementation of an iterative PCA algorithm for hyperspectral images on a manycore platform. DASIP 2017: 1-6 - [c30]Daniel Madroñal, Raquel Lazcano, Himar Fabelo, Samuel Ortega, Rubén Salvador, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz:
Energy consumption characterization of a Massively Parallel Processor Array (MPPA) platform running a hyperspectral SVM classifier. DASIP 2017: 1-6 - [c29]Emanuele Torti, Camilla Cividini, Alessandro Gatti, Giovanni Danese, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó:
The HELICoiD Project: Parallel SVM for Brain Cancer Classification. DSD 2017: 445-450 - [c28]Elisa Marenzi, Andrea Carrus, Giovanni Danese, Francesco Leporati, Gustavo Marrero Callicó:
Efficient Parallelization of Motion Estimation for Super-Resolution. PDP 2017: 274-277 - [c27]R. Domingo, Rubén Salvador, Himar Fabelo, Daniel Madroñal, Samuel Ortega, Raquel Lazcano, Eduardo Juárez, Gustavo Marrero Callicó, César Sanz:
High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier. ReCoSoC 2017: 1-8 - 2016
- [j18]Teresa Cervero, Andrés Otero, Sebastián López, Eduardo de la Torre, Gustavo Marrero Callicó, Teresa Riesgo, Roberto Sarmiento:
A scalable H.264/AVC deblocking filter architecture. J. Real Time Image Process. 12(1): 81-105 (2016) - [c26]Himar Fabelo, Samuel Ortega, Raúl Guerra, Gustavo Marrero Callicó, Adam Szolna, Juan F. Piñeiro, Miguel Tejedor, Sebastián López, Roberto Sarmiento:
A Novel Use of Hyperspectral Images for Human Brain Cancer Detection using in-Vivo Samples. BIOSIGNALS 2016: 311-320 - [c25]Daniel Madroñal, Raquel Lazcano, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz:
Hyperspectral image classification using a parallel implementation of the linear SVM on a Massively Parallel Processor Array (MPPA) platform. DASIP 2016: 154-160 - [c24]Rubén Salvador, Himar Fabelo, Raquel Lazcano, Samuel Ortega, Daniel Madroñal, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz:
Demo: HELICoiD tool demonstrator for real-time brain cancer detection. DASIP 2016: 237-238 - [c23]Samuel Ortega, Gustavo Marrero Callicó, Maria De La Luz Plaza, Rafael Camacho, Himar Fabelo, Roberto Sarmiento:
Hyperspectral database of pathological in-vitro human brain samples to detect carcinogenic tissues. ISBI 2016: 369-372 - 2015
- [j17]Eduardo Quevedo, Jesús de la Cruz, Luis Sánchez, Gustavo Marrero Callicó, Félix Tobajas:
Super-resolution with adaptive macro-block topology applied to a multi-camera system. IEEE Trans. Consumer Electron. 61(2): 230-235 (2015) - [j16]Ruben Marrero, Sebastián López, Gustavo Marrero Callicó, Miguel Angel Veganzones, Antonio J. Plaza, Jocelyn Chanussot, Roberto Sarmiento:
A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm. IEEE Trans. Geosci. Remote. Sens. 53(7): 3772-3790 (2015) - [c22]Eduardo Quevedo, Jesús de la Cruz, Luis Sánchez, Gustavo Marrero Callicó, Félix Tobajas:
Variable Size Block-Matching Super-Resolution applied to a Multi-Camera system. ICCE 2015: 629-630 - [c21]Abelardo Báez-Quevedo, Gustavo Marrero Callicó, Sebastián López, José Francisco López, Roberto Sarmiento:
Analysis of the transaction of data for a scalable video decoder. ISCE 2015: 1-2 - 2014
- [j15]Teresa Cervero, Sebastián López, Gustavo Marrero Callicó, José Francisco López, Roberto Sarmiento:
Scalable architectures for real-time hyperspectral unmixing. Microelectron. J. 45(10): 1292-1303 (2014) - [j14]Gustavo Marrero Callicó, Sebastián López, Beatriz Aguilar, José Francisco López, Roberto Sarmiento:
Parallel Implementation of the Modified Vertex Component Analysis Algorithm for Hyperspectral Unmixing Using OpenCL. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3650-3659 (2014) - [j13]Eduardo Quevedo, Jesús de la Cruz, Gustavo Marrero Callicó, Félix Tobajas, Roberto Sarmiento:
Video enhancement using spatial and temporal super-resolution from a multi-camera system. IEEE Trans. Consumer Electron. 60(3): 420-428 (2014) - [c20]Eduardo Quevedo, Jesús de la Cruz, Gustavo Marrero Callicó, Félix Tobajas, Roberto Sarmiento:
Spatial-temporal video enhancement using super-resolution from a multi-camera system. ICCE 2014: 536-537 - [c19]Raúl Guerra, Sebastián López, Gustavo Marrero Callicó, José Francisco López, Roberto Sarmiento:
On the use of ritz values for calculating the number of endmembers in hyperspectral images. WHISPERS 2014: 1-4 - 2013
- [j12]Sebastián López, Javier F. Moure, Antonio Plaza, Gustavo Marrero Callicó, José Francisco López, Roberto Sarmiento:
A New Preprocessing Technique for Fast Hyperspectral Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 10(5): 1070-1074 (2013) - [c18]Yeray Hernandez, Sebastián López, Gustavo Marrero Callicó, José Francisco López, Roberto Sarmiento:
A novel inter-layer intra prediction architecture for real-time SVC video codecs. DASIP 2013: 312-318 - [c17]Eduardo Quevedo, David Horat, Gustavo Marrero Callicó, Félix Tobajas:
Computation Time Optimization in Super-Resolution Applications. EUROCAST (2) 2013: 101-108 - [c16]