Gustavo Marrero Callicó
Orcid: 0000-0002-3784-5504
According to our database1,
Gustavo Marrero Callicó
authored at least 118 papers
between 2003 and 2024.
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Bibliography
2024
CoRR, 2024
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations.
CoRR, 2024
Detection of Exposed Nerves in Two Individuals In Vivo and Unexposed Nerves Ex Vivo with Near-Infrared Hyperspectral Laparoscope.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2024
2023
Multi and hyperspectral image unmixing with spatial coherence by extended blind end-member and abundance extraction.
J. Frankl. Inst., October, 2023
Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets.
IEEE J. Biomed. Health Informatics, June, 2023
Towards Real-Time Hyperspectral Multi-Image Super-Resolution Reconstruction Applied to Histological Samples.
Sensors, February, 2023
Feature Ranking by Variational Dropout for Classification Using Thermograms from Diabetic Foot Ulcers.
Sensors, January, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Novel Approach for AI-Based Risk Calculator Development Using Transfer Learning Suitable for Embedded Systems.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Analysis of the Behavior of Ozone Therapy in Chemotherapy-Induced Neuropathy Using Hyperspectral Imaging Technology.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Evaluation of Hyperspectral Imaging Fusion for in-vivo Brain Tumor Identification and Delineation.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
2022
Dataset: Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
Dataset, May, 2022
Nonlinear extended blind end-member and abundance extraction for hyperspectral images.
Signal Process., 2022
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application.
Sensors, 2022
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images.
Sensors, 2022
Sensors, 2022
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis.
Sensors, 2022
Performance Evaluation of Deep Learning Models for Image Classification Over Small Datasets: Diabetic Foot Case Study.
IEEE Access, 2022
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022
Development of a Hyperspectral Colposcope for Early Detection and Assessment of Cervical Dysplasia.
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
Towards Skin Cancer Self-Monitoring through an Optimized MobileNet with Coordinate Attention.
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
Proceedings of the Computing in Cardiology, 2022
2021
Sensors, 2021
Influence of the change of methodology in the practical laboratories of the power electronics subject.
Comput. Appl. Eng. Educ., 2021
Blur-Specific No-Reference Image Quality Assesment for Microscopic Hyperspectral Image Focus Quantification.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021
Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021
Empirical Mode Decomposition Based Hyperspectral Data Analysis for Brain Tumor Classification.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Oxygen Saturation Measurement using Hyperspectral Imaging targeting Real-Time Monitoring.
Proceedings of the 24th Euromicro Conference on Digital System Design, 2021
Instrumentation Evaluation for Hyperspectral Microscopy Targeting Enhanced Medical Histology.
Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021
Hyperspectral VNIR and NIR Sensors for the Analysis of Human Normal Brain and Tumor Tissue.
Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021
Proceedings of the XXXVI Conference on Design of Circuits and Integrated Systems, 2021
2020
A Method to Determine Human Skin Heat Capacity Using a Non-Invasive Calorimetric Sensor.
Sensors, 2020
Hyperspectral Imaging for the Detection of Glioblastoma Tumor Cells in H&E Slides Using Convolutional Neural Networks.
Sensors, 2020
Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach.
Sensors, 2020
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms.
IEEE Access, 2020
Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020
Conditional generative adversarial network for synthesizing hyperspectral images of breast cancer cells from digitized histology.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020
Statistics-based Classification Approach for Hyperspectral Dermatologic Data Processing.
Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020
Can Hyperspectral Images be used to detect Brain tumor pixels and their malignant phenotypes?
Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020
Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020
Novel Methodology for Alzheimer's Disease Biomarker Identification in Plasma using Hyperspectral Microscopy.
Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020
2019
Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing.
J. Signal Process. Syst., 2019
Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging.
Sensors, 2019
Deep Learning-Based Framework for <i>In Vivo</i> Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain.
Sensors, 2019
IEEE Access, 2019
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
IEEE Access, 2019
IEEE Access, 2019
Extended Blind End-Member and Abundance Extraction for Biomedical Imaging Applications.
IEEE Access, 2019
Cancer detection using hyperspectral imaging and evaluation of the superficial tumor margin variance with depth.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Surgical aid visualization system for glioblastoma tumor identification based on deep learning and in-vivo hyperspectral images of human patients.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Automatic Segmentation Based on Deep Learning Techniques for Diabetic Foot Monitoring Through Multimodal Images.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the XXXIV Conference on Design of Circuits and Integrated Systems, 2019
2018
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images.
Sensors, 2018
An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation.
Sensors, 2018
SVM Optimization for Brain Tumor Identification Using Infrared Spectroscopic Samples.
Sensors, 2018
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs.
Microprocess. Microsystems, 2018
Super-resolution with selective filter based on adaptive window and variable macro-block size.
J. Real Time Image Process., 2018
2017
Manifold Embedding and Semantic Segmentation for Intraoperative Guidance With Hyperspectral Brain Imaging.
IEEE Trans. Medical Imaging, 2017
Block matching super-resolution parallel GPU implementation for computational imaging.
IEEE Trans. Consumer Electron., 2017
J. Syst. Archit., 2017
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture.
J. Syst. Archit., 2017
High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier.
Proceedings of the 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, 2017
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
Proceedings of the Euromicro Conference on Digital System Design, 2017
Energy consumption characterization of a Massively Parallel Processor Array (MPPA) platform running a hyperspectral SVM classifier.
Proceedings of the 2017 Conference on Design and Architectures for Signal and Image Processing, 2017
Parallel implementation of an iterative PCA algorithm for hyperspectral images on a manycore platform.
Proceedings of the 2017 Conference on Design and Architectures for Signal and Image Processing, 2017
HELICoiD: interdisciplinary and collaborative project for real-time brain cancer detection: Invited Paper.
Proceedings of the Computing Frontiers Conference, 2017
2016
J. Real Time Image Process., 2016
Hyperspectral database of pathological in-vitro human brain samples to detect carcinogenic tissues.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016
Hyperspectral image classification using a parallel implementation of the linear SVM on a Massively Parallel Processor Array (MPPA) platform.
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016
A Novel Use of Hyperspectral Images for Human Brain Cancer Detection using in-Vivo Samples.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
Super-resolution with adaptive macro-block topology applied to a multi-camera system.
IEEE Trans. Consumer Electron., 2015
Proceedings of the International Symposium on Consumer Electronics, 2015
Proceedings of the IEEE International Conference on Consumer Electronics, 2015
2014
Video enhancement using spatial and temporal super-resolution from a multi-camera system.
IEEE Trans. Consumer Electron., 2014
Parallel Implementation of the Modified Vertex Component Analysis Algorithm for Hyperspectral Unmixing Using OpenCL.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
On the use of ritz values for calculating the number of endmembers in hyperspectral images.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Spatial-temporal video enhancement using super-resolution from a multi-camera system.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014
2013
IEEE Geosci. Remote. Sens. Lett., 2013
A novel method to estimate the number of endmembers in hyperspectral images based on the virtual dimensionality concept.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Towards the acceleration of sequential endmember extraction algorithms for time critical applications.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
High level modular implementation of a lossy hyperspectral image compression algorithm on a FPGA.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the IEEE International Symposium on Consumer Electronics, 2013
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013
2012
Performance Evaluation of the H.264/AVC Video Coding Standard for Lossy Hyperspectral Image Compression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
A Novel Architecture for Hyperspectral Endmember Extraction by Means of the Modified Vertex Component Analysis (MVCA) Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
A Low-Computational-Complexity Algorithm for Hyperspectral Endmember Extraction: Modified Vertex Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2012
High-level FPGA-based implementation of a hyperspectral endmember extraction algorithm.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
2011
Efficient FPGA implementation of a high-quality super-resolution algorithm with real-time performance.
IEEE Trans. Consumer Electron., 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
A Low Memory Requirements Execution Flow for the Non-Uniform Grid Projection Super-Resolution Algorithm.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Run-Time Scalable Architecture for Deblocking Filtering in H.264/AVC-SVC Video Codecs.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011
2010
Medical Diagnosis Improvement Through Image Quality Enhancement Based on Super-Resolution.
Proceedings of the 13th Euromicro Conference on Digital System Design, 2010
2009
IEEE Trans. Consumer Electron., 2009
Processor Customization for Software Implementation of the AES Algorithm for Wireless Sensor Networks.
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, 2009
2008
IEEE Trans. Consumer Electron., 2008
IEEE Trans. Consumer Electron., 2008
Analysis of fast block matching motion estimation algorithms for video super-resolution systems.
IEEE Trans. Consumer Electron., 2008
2007
Multidimens. Syst. Signal Process., 2007
IET Comput. Digit. Tech., 2007
2006
Low-Cost Super-Resolution Algorithms Implementation Over a HW/SW Video Compression Platform.
EURASIP J. Adv. Signal Process., 2006
2005
Low-cost implementation of a super-resolution algorithm for real-time video applications.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
A High Quality/Low Computational Cost Technique for Block Matching Motion Estimation.
Proceedings of the 2005 Design, 2005
Proceedings of the 3rd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2005
2004
CASSE: A System-Level Modeling and Design-Space Exploration Tool for Multiprocessor Systems-on-Chip.
Proceedings of the 2004 Euromicro Symposium on Digital Systems Design (DSD 2004), Architectures, Methods and Tools, 31 August, 2004
2003
Proceedings of the 4th International Symposium on Quality of Electronic Design (ISQED 2003), 2003