Juan Manuel Ramírez-Cortés

Orcid: 0000-0002-8515-2489

Affiliations:
  • National Institute of Astrophysics, Optics and Electronics (INAOE), Electronics Department


According to our database1, Juan Manuel Ramírez-Cortés authored at least 90 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
I&M Around the World: Highlighting IEEE Region 9.
IEEE Instrum. Meas. Mag., April, 2024

Unbreakable Biometrics: How Physical Unclonable Functions are Revolutionizing Security.
IEEE Instrum. Meas. Mag., April, 2024

2023
From the Society.
IEEE Instrum. Meas. Mag., December, 2023

President's Message.
IEEE Instrum. Meas. Mag., August, 2023

Audiovisual Biometric Network with Deep Feature Fusion for Identification and Text Prompted Verification.
Algorithms, February, 2023

Nuclear Cataract Database for Biomedical and Machine Learning Applications.
IEEE Access, 2023

A Review on Protection and Cancelable Techniques in Biometric Systems.
IEEE Access, 2023

LSTM-based hand thermal recovery analysis using infrared and RGB-visual imagery.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022
Noise Reduction in Electrical Signal Using OMP Algorithm Based on DCT and DSC Dictionaries.
IEEE Trans. Instrum. Meas., 2022

Bearing Fault Detection in ASD-Powered Induction Machine Using MODWT and Image Edge Detection.
IEEE Access, 2022

2021
ECG-Based Identification of Sudden Cardiac Death through Sparse Representations.
Sensors, 2021

Non-Contact Liquid Level Measurement Using Optical Interferometry and Neural Networks.
IEEE Instrum. Meas. Mag., 2021

BIOMEX-DB: A Cognitive Audiovisual Dataset for Unimodal and Multimodal Biometric Systems.
IEEE Access, 2021

Dorsal hand veins biometrics using NIR images with fusion of classifiers at score level.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Bi-dimensional representation of EEGs for BCI classification using CNN architectures.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Bimodal Biometrics Using EEG-Voice Fusion at Score Level Based on Hidden Markov Models.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Segmentation and Classification of Noisy Thermographic Images as an Aid for Identifying Risk Levels of Breast Cancer.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

A New Wavelet-Based Neural Network for Classification of Epileptic-Related States using EEG.
J. Signal Process. Syst., 2020

Deep Learning Classification for Diabetic Foot Thermograms.
Sensors, 2020

Digit-Based Speaker Verification in Spanish Using Hidden Markov Models.
Res. Comput. Sci., 2020

Transiting Exoplanet Discovery Using Machine Learning Techniques: A Survey.
Earth Sci. Informatics, 2020

Classifiers Ensemble of HMM and d-Vectors in Biometric Speaker Verification.
Proceedings of the Advances in Soft Computing, 2020

Bearing Fault Detection on IM Using MCSA and Sparse Representation.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Embedded System for Bimodal Biometrics with Fiducial Feature Extraction on ECG and PPG Signals.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Effect of the Exposure Time in Laser Speckle Imaging for Improving Blood Vessels Localization: a Wavelet Approach.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

2019
An Approach on MCSA-Based Fault Detection Using Independent Component Analysis and Neural Networks.
IEEE Trans. Instrum. Meas., 2019

A method for studying how much time of EEG recording is needed to have a good user identification.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

Description of breast density based on a homogeneity representation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Bearing Fault Detection Technique by using Thermal Images: A case of Study.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Development of a Lithium-ion Battery Model and State of Charge Estimation Algorithm with Hardware-in-the-loop Validation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

A comparison of intelligent classifiers of thermal patterns in diabetic foot.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

2018
Wavelet-based frame video coding algorithms using fovea and SPECK.
Eng. Appl. Artif. Intell., 2018

Surrogate modeling based on granular models and fuzzy aptitude functions.
Appl. Soft Comput., 2018

On Bernoulli-Euler modeling of an immersed beam for axisymmetric container parameters measurement.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Detection of broken bars on induction motors using MODWT.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Induction motors fault detection using independent component analysis on phase current signals.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Surrogate Model Management in Genetic Algorithms with Fuzzy Controllers.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Spectral Characterization of Content Level Based on Acoustic Resonance: Neural Network and Feedforward Fuzzy Net Approaches.
Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Long-Term Prediction of a Sine Function Using a LSTM Neural Network.
Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Surrogate modeling and knowledge extraction in ga applied to a parameter's estimation case.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

FPGA-based broken bar detection on IM using OMP algorithm.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Measuring changes in the plantar temperature distribution in diabetic patients.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Automatic stellar spectral classification with multiple intelligent classifiers.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
A foveation technique applied to face de-identification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

FPGA implementation of Orthogonal Matching Pursuit algorithm.
Proceedings of the 13th International Conference on Electrical Engineering, 2016

Intelligent identification of induction motor conditions at several mechanical loads.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Genetic algorithms based on a granular surrogate model and fuzzy aptitude functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Empirical Mode Decomposition Analysis for Broken-Bar Detection on Squirrel Cage Induction Motors.
IEEE Trans. Instrum. Meas., 2015

Attitude estimation using a Neuro-Fuzzy tuning based adaptive Kalman filter.
J. Intell. Fuzzy Syst., 2015

MATLAB and FPGA-based interactive tool for exploring concepts on compressed sensing.
Comput. Appl. Eng. Educ., 2015

Evaluation of thermal patterns and distribution applied to the study of diabetic foot.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Step Length Estimation and Activity Detection in a PDR System Based on a Fuzzy Model with Inertial Sensors.
Proceedings of the Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014

Identification of Epilepsy Seizures Using Multi-resolution Analysis and Artificial Neural Networks.
Proceedings of the Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014

FPGA-Based Broken Bars Detection on Induction Motors Under Different Load Using Motor Current Signature Analysis and Mathematical Morphology.
IEEE Trans. Instrum. Meas., 2014

Network Intrusion Detection Using Self-Recurrent Wavelet Neural Network with Multidimensional Radial Wavelons.
Inf. Technol. Control., 2014

Quantitative Estimation of Temperature Variations in Plantar Angiosomes: A Study Case for Diabetic Foot.
Comput. Math. Methods Medicine, 2014

Interactive educational tool for compensators design in MATLAB® using frequency response analysis.
Comput. Appl. Eng. Educ., 2014

Broken bar detection on squirrel cage induction motors with MCSA and EMD.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014

FPGA-based matrix inversion using an iterative Chebyshev-type method in the context of compressed sensing.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014

Non-supervised technique to adapt spatial filters for ECoG data analysis.
Proceedings of the IEEE Symposium on Computational Intelligence in Brain Computer Interfaces, 2014

2013
Brain Computer Interface Development Based on Recurrent Neural Networks and ANFIS Systems.
Proceedings of the Soft Computing Applications in Optimization, Control, and Recognition, 2013

Mental Tasks Temporal Classification Using an Architecture Based on ANFIS and Recurrent Neural Networks.
Proceedings of the Recent Advances on Hybrid Intelligent Systems, 2013

Gyroscope-Driven Mouse Pointer with an EMOTIV<sup>®</sup> EEG Headset and Data Analysis Based on Empirical Mode Decomposition.
Sensors, 2013

Region-of-Interest Coding based on Fovea and Hierarchical Trees.
Inf. Technol. Control., 2013

FPGA-based educational platform for real-time image processing experiments.
Comput. Appl. Eng. Educ., 2013

Pedestrian dead reckoning with attitude estimation using a fuzzy logic tuned adaptive kalman filter.
Proceedings of the 4th IEEE Latin American Symposium on Circuits and Systems, 2013

Broken bars detection on induction motor using MCSA and mathematical morphology: An experimental study.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

Modeling a biped robot on Matlab/SimMechanics.
Proceedings of the 23rd International Conference on Electronics, 2013

2012
Design and implementation of the discrete wavelet transform on an FPGA platform to process data sets of up to three dimensions.
Proceedings of the 22nd International Conference on Electrical Communications and Computers, 2012

A BCI motor imagery experiment based on parametric feature extraction and Fisher Criterion.
Proceedings of the 22nd International Conference on Electrical Communications and Computers, 2012

2011
Composite Recurrent Neural Networks for Long-Term Prediction of Highly-Dynamic Time Series Supported by Wavelet Decomposition.
Proceedings of the Soft Computing for Intelligent Control and Mobile Robotics, 2011

A Neural Network Scheme for Long-Term Forecasting of Chaotic Time Series.
Neural Process. Lett., 2011

A Biometric System Based on Neural Networks and SVM Using Morphological Feature Extraction from Hand-Shape Images.
Informatica, 2011

Mathematical Model for the Optimal Utilization Percentile in M/M/1 Systems: A Contribution about Knees in Performance Curves
CoRR, 2011

Towards a Cognitive Handoff for the Future Internet: A Holistic Vision
CoRR, 2011

Towards a Cognitive Handoff for the Future Internet: Model-driven Methodology and Taxonomy of Scenarios
CoRR, 2011

Foveated ROI Compression with Hierarchical Trees for Real-Time Video Transmission.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

FPGA design and implementation for vertex extraction of polygonal shapes.
Proceedings of the CONIELECOMP 2011, 21st International Conference on Electrical, Communications, and Computers, 28 February, 2011

License plate digit recognition using 7×5 binary templates at an outdoor parking lot entrance.
Proceedings of the CONIELECOMP 2011, 21st International Conference on Electrical, Communications, and Computers, 28 February, 2011

2010
Neural Networks and SVM-Based Classification of Leukocytes Using the Morphological Pattern Spectrum.
Proceedings of the Soft Computing for Recognition Based on Biometrics, 2010

On-line Signature Verification Based on Modified Dynamic Time Warping and Wavelet Sub-band Coding.
Proceedings of the Advances in Pattern Recognition, 2010

An FPGA-based architecture for linear and morphological image filtering.
Proceedings of the 20th International Conference on Electronics, 2010

FPGA based system prototype for face location and recording of people getting on a public transport bus.
Proceedings of the 20th International Conference on Electronics, 2010

2009
Shape-based hand recognition approach using the morphological pattern spectrum.
J. Electronic Imaging, 2009

2008
Digital Spirometer with LabView Interface.
Proceedings of the 18th International Conference on Electronics, 2008

2007
The Role of Neural Networks in the Interpretation of Antique Handwritten Documents.
Proceedings of the Hybrid Intelligent Systems - Analysis and Design, 2007

2006
Experiments with a Hybrid-Complex Neural Networks for Long Term Prediction of Electrocardiograms.
Proceedings of the International Joint Conference on Neural Networks, 2006

2004
Feature Maps for Non-supervised Classification of Low-Uniform Patterns of Handwritten Letters.
Proceedings of the Progress in Pattern Recognition, 2004

1995
A Low-Cost Speech-Synthesis System for Translation of ASCII Text to Oral Language as a Vision Impaired Aid.
Proceedings of the Eighth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'95), 1995

1991
Fusion of depth and intensity data for three-dimensional object representation and recognition.
PhD thesis, 1991


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