Juan Humberto Sossa Azuela

Orcid: 0000-0002-0521-4898

According to our database1, Juan Humberto Sossa Azuela authored at least 257 papers between 1989 and 2024.

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

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Bibliography

2024
Multiclass Classification of Visual Electroencephalogram Based on Channel Selection, Minimum Norm Estimation Algorithm, and Deep Network Architectures.
Sensors, June, 2024

Electricity consumption modeling by a chaotic convolutional radial basis function network.
J. Supercomput., March, 2024

Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms.
Computación y Sistemas (CyS), 2024

2023
Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification.
Neural Networks, November, 2023

Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties.
Pattern Recognit., October, 2023

Title: Hip and lower limbs 3D motion tracking using a double-stage data fusion algorithm for IMU/MARG-based wearables sensors.
Biomed. Signal Process. Control., September, 2023

Improving the Classification Performance of Dendrite Morphological Neurons.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022.
Pattern Recognit. Lett., August, 2023

Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning.
Pattern Recognit. Lett., August, 2023

Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images.
Pattern Recognit. Lett., August, 2023

A methodology for character recognition and revision of the linear equations solving procedure.
Inf. Process. Manag., 2023

Using a novel XAI algorithm for Data Augmentation in image classification problems.
Int. J. Comb. Optim. Probl. Informatics, 2023

Dendritic neural networks in the classification of estrous cycle images.
Int. J. Comb. Optim. Probl. Informatics, 2023

Thematic Section: Advances in Pattern Recognition.
Computación y Sistemas (CyS), 2023

Automatic Recognition of Leukemia AML Using Evolutionary Vision.
Computación y Sistemas (CyS), 2023

Comparison of Neural Networks for Emotion Detection.
Computación y Sistemas (CyS), 2023

Blood Pressure Estimation Algorithm By A Cuff-Based Monitoring Unit.
Computación y Sistemas (CyS), 2023

3-D Interface for Humanoid Robot Operation.
Computación y Sistemas (CyS), 2023

A New Fat-Removal-Based Preprocessing Pipeline for MLO View in Digital Mammograms.
IEEE Access, 2023

Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial Network.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

2022
R-STDP Spiking Neural Network Architecture for Motion Control on a Changing Friction Joint Robotic Arm.
Frontiers Neurorobotics, September, 2022

Neuromorphic Signal Filter for Robot Sensoring.
Frontiers Neurorobotics, September, 2022

Dynamic balance of a bipedal robot using neural network training with simulated annealing.
Frontiers Neurorobotics, September, 2022

Implementation of Kalman Filtering with Spiking Neural Networks.
Sensors, 2022

Machine Learning-based Formulas for Computing the Euler Characteristic of Binary Images.
Int. J. Comb. Optim. Probl. Informatics, 2022

Leukemia recognition with evolutionary vision and knowledge transfer.
Int. J. Comb. Optim. Probl. Informatics, 2022

Spiking Neural Network implementation of LQR control on underactuated system.
Int. J. Comb. Optim. Probl. Informatics, 2022

Geodesic Embedded System for Real-Time Tracking and Communication Offline.
Int. J. Comb. Optim. Probl. Informatics, 2022

Training an Artificial Neural Network to Compute the Euler Number of a 2-D Binary Image based on Vertex Chain Codification.
Int. J. Comb. Optim. Probl. Informatics, 2022

Neuron cell count with deep learning in highly dense hippocampus images.
Expert Syst. Appl., 2022

Learning an Artificial Neural Network to Discover Combinations of Bit-Quads to Compute the Euler Characteristic of a 2-D Binary Image.
Computación y Sistemas, 2022

Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

2021
Reactive navigation under a fuzzy rules-based scheme and reinforcement learning for mobile robots.
PeerJ Comput. Sci., 2021

Smooth dendrite morphological neurons.
Neural Networks, 2021

Editorial: A Brief Panorama of Artificial Intelligence in Mexico.
Int. J. Comb. Optim. Probl. Informatics, 2021

A Comparative Study of Dendrite Neural Networks for Pattern Classification.
Int. J. Comb. Optim. Probl. Informatics, 2021

Vision assisted pick and place robotic machine.
Int. J. Comb. Optim. Probl. Informatics, 2021

Editorial: Advances in Robots Trajectories Learning via Fast Neural Networks.
Frontiers Neurorobotics, 2021

Introduction to the Thematic Issue on Artificial Intelligence for Industry 4.0.
Computación y Sistemas, 2021

Artificial Intelligence for Industry 4.0 in Iberoamerica.
Computación y Sistemas, 2021

New Explainability Method based on the Classification of Useful Regions in an Image.
Computación y Sistemas, 2021

Symbolic Learning using Brain Programming for the Recognition of Leukemia Images.
Computación y Sistemas, 2021

Actions Selection During a Mobile Robot Navigation for the Autonomous Recharging Problem.
Computación y Sistemas, 2021

Pixel-Wise Classification in Hippocampus Histological Images.
Comput. Math. Methods Medicine, 2021

RiskIPN: Pavement Risk Database for Segmentation with Deep Learning.
Proceedings of the Advances in Computational Intelligence, 2021

A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization.
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing.
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

Towards explainable artificial intelligence for the leukemia subtype recognition.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution.
Proceedings of the Smart Cities - 4th Ibero-American Congress, 2021

Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Explicación visual de la predicción de un clasificador de imágenes.
Res. Comput. Sci., 2020

Reconstrucción autónoma de un mapa métrico de una pista de competencias usando visión artificial.
Res. Comput. Sci., 2020

Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo.
Res. Comput. Sci., 2020

Handcraft and Automatic Approaches for the Recognition of Leukemia Images.
Res. Comput. Sci., 2020

Selección de acciones para la navegación de un robot móvil basada en fuzzy Q-learning.
Res. Comput. Sci., 2020

On the accuracy and computational cost of spiking neuron implementation.
Neural Networks, 2020

Spiking Neural Networks applied to the classification of motor tasks in EEG signals.
Neural Networks, 2020

Hybrid neural networks for big data classification.
Neurocomputing, 2020

A Convolutional Neural Network for Handwritten Digit Recognition.
Int. J. Comb. Optim. Probl. Informatics, 2020

CNN Based Detectors on Planetary Environments: A Performance Evaluation.
Frontiers Neurorobotics, 2020

Robust Place Recognition using Convolutional Neural Networks.
Computación y Sistemas, 2020

Efficient Luminosity Enhancement in Human Brain Images using Pulse-Coupled Neural Networks.
Computación y Sistemas, 2020

An Approach to the Computation of the Euler Number by means of the Vertex Chain Code.
Comput. Math. Methods Medicine, 2020

An Application of Deep Neural Network for Robbery Evidence Using Face Recognition Approach.
Proceedings of the Research and Innovation Forum 2020, 2020

Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios.
Proceedings of the Advances in Computational Intelligence, 2020

Towards Dendrite Spherical Neurons for Pattern Classification.
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020

Vision-Based Blind Spot Warning System by Deep Neural Networks.
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020

2019
Formulaciones para el cálculo eficiente del número de hoyos de un objeto binario 2-D.
Res. Comput. Sci., 2019

Teaching Basic Concepts: Geometric Forms and Colors on a NAO Robot Platform.
Res. Comput. Sci., 2019

Prototipo de sistema embebido para la asistencia de personas con discapacidad visual en la acera pública.
Res. Comput. Sci., 2019

Modelos neuronales pulsantes adaptados para el mejoramiento de luminosidad de imágenes cerebrales de gran resolución.
Res. Comput. Sci., 2019

A vision from a physical point of view and the information theory on the image segmentation.
J. Intell. Fuzzy Syst., 2019

Dendrite ellipsoidal neurons based on k-means optimization.
Evol. Syst., 2019

Estrous Cycle Classification through Automatic Feature Extraction.
Computación y Sistemas, 2019

Fully Convolutional Networks for Automatic Pavement Crack Segmentation.
Computación y Sistemas, 2019

Vertex Codification Applied to 3-D Binary Image Euler Number Computation.
Proceedings of the Advances in Soft Computing, 2019

3-D Human Body Posture Reconstruction by Computer Vision.
Proceedings of the Advances in Soft Computing, 2019

Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

Motor Imagery Task Classification in EEG Signals with Spiking Neural Network.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

Rock Detection in a Mars-Like Environment Using a CNN.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

2018
Comparación de dos métodos para reconocimiento de dígitos manuscritos fuera de línea.
Res. Comput. Sci., 2018

Reconocimiento de objetos cuasi-planos mediante un sistema de tratamiento digital de imágenes embebido en una plataforma tipo Raspberry Pi.
Res. Comput. Sci., 2018

Estudio comparativo del reconocimiento de rostros térmicos basado en características invariantes.
Res. Comput. Sci., 2018

Quantitative evaluation of binary digital region asymmetry with application to skin lesion detection.
BMC Medical Informatics Decis. Mak., 2018

Generating exponentially stable states for a Hopfield Neural Network.
Neurocomputing, 2018

Dendrite morphological neural networks for motor task recognition from electroencephalographic signals.
Biomed. Signal Process. Control., 2018

Differential evolution training algorithm for dendrite morphological neural networks.
Appl. Soft Comput., 2018

Recognizing Motor Imagery Tasks Using Deep Multi-Layer Perceptrons.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

Coding 3D Connected Regions with F26 Chain Code.
Proceedings of the Advances in Computational Intelligence, 2018

Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models.
Proceedings of the Advances in Soft Computing, 2018

Artificial Neural Networks and Common Spatial Patterns for the Recognition of Motor Information from EEG Signals.
Proceedings of the Advances in Soft Computing, 2018

Supervised and Unsupervised Neural Networks: Experimental Study for Anomaly Detection in Electrical Consumption.
Proceedings of the Advances in Soft Computing, 2018

Reinforcement Learning Compensation based PD Control for Inverted Pendulum.
Proceedings of the 15th International Conference on Electrical Engineering, 2018

Morphological-Linear Neural Network.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Visión por computadora en un robot móvil tipo oruga.
Res. Comput. Sci., 2017

Navegación jerárquica de un robot humanoide usando redes de Petri y lógica difusa.
Res. Comput. Sci., 2017

Dendrite morphological neurons trained by stochastic gradient descent.
Neurocomputing, 2017

How the Accuracy and Computational Cost of Spiking Neuron Simulation are Affected by the Time Span and Firing Rate.
Computación y Sistemas, 2017

Using Pulse Coupled Neural Networks to Improve Image Filtering Contaminated with Gaussian Noise.
Computación y Sistemas, 2017

Classification of the estrous cycle through texture and shape features.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Efficient Pattern Recognition Using the Frequency Response of a Spiking Neuron.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

Comparing Deep and Dendrite Neural Networks: A Case Study.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

Fuzzy Modeling from Black-Box Data with Deep Learning Techniques.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Dendrite Ellipsoidal Neuron.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Uso de redes neuronales pulsantes para mejorar el filtrado de imágenes contaminadas con ruido Gaussiano.
Res. Comput. Sci., 2016

A bio-inspired evolutionary algorithm: allostatic optimisation.
Int. J. Bio Inspired Comput., 2016

Improving pattern classification of DNA microarray data by using PCA and logistic regression.
Intell. Data Anal., 2016

Spatio-temporal analysis for obstacle detection in agricultural videos.
Appl. Soft Comput., 2016

Dendrite Morphological Neural Networks trained by Differential Evolution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Efficient Computation of the Euler Number of a 2-D Binary Image.
Proceedings of the Advances in Computational Intelligence, 2016

Training a Multilayered Perceptron to Compute the Euler Number of a 2-D Binary Image.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

Automatic Construction of Radial-Basis Function Networks Through an Adaptive Partition Algorithm.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

Classification of Motor States from Brain Rhythms Using Lattice Neural Networks.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

Computing the 2-D image euler number by an Artificial Neural Network.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Computing the Number of Bubbles and Tunnels of a 3-D Binary Object.
Proceedings of the Pattern Recognition Applications and Methods, 2016

On the Computation of the Number of Bubbles and Tunnels of a 3-D Binary Object.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Vegetation Segmentation in Cornfield Images Using Bag of Words.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Implementación y control de un conmutador de imágenes multifocales.
Res. Comput. Sci., 2015

Retinal vessel extraction using Lattice Neural Networks with dendritic processing.
Comput. Biol. Medicine, 2015

On the number of holes of a 2-D binary object.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Encoding Polysomnographic Signals into Spike Firing Rate for Sleep Staging.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

Modified Binary Inertial Particle Swarm Optimization for Gene Selection in DNA Microarray Data.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

2014
Decision Making by Rule-Based Fuzzy Cognitive Maps: An Approach to Implement Student-Centered Education.
Proceedings of the Fuzzy Cognitive Maps for Applied Sciences and Engineering, 2014

Efficient training for dendrite morphological neural networks.
Neurocomputing, 2014

Alternative formulations to compute the binary shape Euler number.
IET Comput. Vis., 2014

An Educational Fuzzy-based Control platform using LEGO Robots.
CoRR, 2014

Activity theory as a framework for building adaptive e-learning systems: A case to provide empirical evidence.
Comput. Hum. Behav., 2014

New Radial Basis Function Neural Network Architecture for Pattern Classification: First Results.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Pattern Analysis in DNA Microarray Data through PCA-Based Gene Selection.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Redes neuronales dinámicas aplicadas a la recomendación musical optimizada.
Polibits, 2013

Self organizing natural scene image retrieval.
Expert Syst. Appl., 2013

A comparison of nature inspired algorithms for multi-threshold image segmentation.
Expert Syst. Appl., 2013

A new stopping criterion for the mean shift iterative algorithm.
CoRR, 2013

Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC).
Appl. Soft Comput., 2013

Blood Vessel Segmentation in Retinal Images Using Lattice Neural Networks.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Image Processing for Automatic Reading of Electro-Mechanical Utility Meters.
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013

Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

2012
Evolutionary Associative Memories through Genetic Programming.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012

Demodulation of Interferograms based on Particle Swarm Optimization.
Polibits, 2012

Diseño automático de redes neuronales artificiales mediante el uso del algoritmo de evolución diferencial (ED).
Polibits, 2012

Circle detection using electro-magnetism optimization.
Inf. Sci., 2012

A new methodology for music retrieval based on dynamic neural networks.
Int. J. Hybrid Intell. Syst., 2012

Predictive student model supported by fuzzy-causal knowledge and inference.
Expert Syst. Appl., 2012

A multi-threshold segmentation approach based on Artificial Bee Colony optimization.
Appl. Intell., 2012

Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration.
Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012

Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories.
Proceedings of the EVOLVE, 2012

Segmentation of Blood Cell Images Using Evolutionary Methods.
Proceedings of the EVOLVE, 2012

Particle Swarm Optimization Applied to Interferogram Demodulation.
Proceedings of the EVOLVE, 2012

Fast Circle Detection Using Harmony Search Optimization.
Proceedings of the EVOLVE, 2012

2011
A Segmentation Algorithm Based on an Iterative Computation of the Mean Shift Filtering.
J. Intell. Robotic Syst., 2011

Behavioural study of median associative memory under true-colour image patterns.
Neurocomputing, 2011

Editorial.
Computación y Sistemas, 2011

Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Editorial.
Computación y Sistemas, 2010

3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory.
Cogn. Comput., 2010

Dynamic Neural Networks Applied to Melody Retrieval.
Proceedings of the Advances in Soft Computing, 2010

Semantic Representation and Management of Student Models: An Approach to Adapt Lecture Sequencing to Enhance Learning.
Proceedings of the Advances in Artificial Intelligence, 2010

Fringe-Pattern Demodulation Using a Parametric Method Based on Differential Evolution.
Proceedings of the Advances in Pattern Recognition, 2010

Unsupervised Image Retrieval with Similar Lighting Conditions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Design of Artificial Neural Networks Using Differential Evolution Algorithm.
Proceedings of the Neural Information Processing. Models and Applications, 2010

An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach.
Proceedings of the Applications of Evolutionary Computation, 2010

Geometric Associative Memories and Their Applications to Pattern Classification.
Proceedings of the Geometric Algebra Computing - in Engineering and Computer Science., 2010

2009
Bioinspired Associative Memories.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Behavior of morphological associative memories with true-color image patterns.
Neurocomputing, 2009

Associative Memories Network for Face Recognition and Object Recognition.
Int. J. Comput., 2009

Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns.
Proceedings of the Advances in Neural Networks, 2009

Geometric Associative Processing Applied to Pattern Classification.
Proceedings of the Advances in Neural Networks, 2009

Morphological auto-associative memories applied to true-color image patterns.
Proceedings of the International Joint Conference on Neural Networks, 2009

Design of artificial neural networks using a modified Particle Swarm Optimization algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2009

Scene Retrieval of Natural Images.
Proceedings of the Progress in Pattern Recognition, 2009

A New Unsupervised Learning for Clustering Using Geometric Associative Memories.
Proceedings of the Progress in Pattern Recognition, 2009

2008
A New Associative Model with Dynamical Synapses.
Neural Process. Lett., 2008

A Bidirectional Hetero-Associative Memory for True-Color Patterns.
Neural Process. Lett., 2008

Causal knowledge and reasoning by cognitive maps: Pursuing a holistic approach.
Expert Syst. Appl., 2008

A comparison between two robust techniques for segmentation of blood vessels.
Comput. Biol. Medicine, 2008

Pattern Classification Based on Conformal Geometric Algebra and Optimization Techniques.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Voice Translator Based on Associative Memories.
Proceedings of the Advances in Neural Networks, 2008

The Role of the Infant Vision System in 3D Object Recognition.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Decision and Communication Management Methodology for embedded Multi- smart Camera systems, applied to real-time inspection in lamps production.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Associative Memories Applied to Pattern Recognition.
Proceedings of the Artificial Neural Networks, 2008

Hetero-Associative Memories for Voice Signal and Image Processing.
Proceedings of the Progress in Pattern Recognition, 2008

2007
A New Two-Level Associative Memory for Efficient Pattern Restoration.
Neural Process. Lett., 2007

Adaptive and intelligent web based education system: Towards an integral architecture and framework.
Expert Syst. Appl., 2007

Image Retrieval Based on Wavelet Transform and Neural Network Classification.
Computación y Sistemas, 2007

Cognitive Maps: an Overview and their Application for Student Modeling.
Computación y Sistemas, 2007

Image Retrieval based on Wavelet Computation and Neural Network Classification.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

3D Object Recognition Based on Low Frequency Response and Random Feature Selection.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Ontology Agent Based Rule Base Fuzzy Cognitive Maps.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007

Low Frequency Response and Random Feature Selection Applied to Face Recognition.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Study of the Influence of Noise in the Values of a Median Associative Memory.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Random Features Applied to Face Recognition.
Proceedings of the Eight Mexican International Conference in Current Trends in Computer Science, 2007

Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories.
Proceedings of the Progress in Pattern Recognition, 2007

A New Algorithm for Training Multi-layered Morphological Networks.
Proceedings of the Progress in Pattern Recognition, 2007

A new model of associative memories network.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2007

2006
A New Bi-directional Associative Memory.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Histograms, Wavelets and Neural Networks Applied to Image Retrieval.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Wavelet transforms and neural networks applied to image retrieval.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Cognitive Maps-Based Student Model.
Proceedings of the Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding, 2006

Optical discontinuous fringe metrology by using a genetic algorithm.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

Associative Memories Applied to Image Categorization.
Proceedings of the Progress in Pattern Recognition, 2006

Lyapunov Approach for the stabilization of the Inverted Spherical Pendulum.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Control of the Furuta Pendulum by using a Lyapunov function.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Associative Gray Level Pattern Processing using Binary Decomposition and alpha beta Memories.
Neural Process. Lett., 2005

Invariant Descriptions and Associative Processing Applied to Object Recognition Under Occlusions.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Knowledge and Reasoning Supported by Cognitive Maps.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Median Associative Memories: New Results.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Synchronizing Hyperchaotic Maps to Encode/Decode Information.
Computación y Sistemas, 2004

Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall.
Proceedings of the Advances in Artificial Intelligence, 2004

Real-Valued Pattern Recall by Associative Memory.
Proceedings of the Advances in Artificial Intelligence, 2004

Binary Associative Memories Applied to Gray Level Pattern Recalling.
Proceedings of the Advances in Artificial Intelligence, 2004

Real-Valued Pattern Classification Based on Extended Associative Memory.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

Associative Memory Based Real-Valued Pattern Recall.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

Refined Method for the Fast and Exact Computation of Moment Invariants.
Proceedings of the Progress in Pattern Recognition, 2004

New Associative Memories to Recall Real-Valued Patterns.
Proceedings of the Progress in Pattern Recognition, 2004

Extended Associative Memories for Recalling Gray Level Patterns..
Proceedings of the Progress in Pattern Recognition, 2004

2003
New Associative Model for Pattern Recall in the Presence of Mixed Noise.
Proceedings of the Signal and Image Processing (SIP 2003), 2003

SISREC: A System for Image Retrieval.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

Object Counting without Conglomerate Separation.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

Morphological Neural Networks with Dendrite Computation: A Geometrical Approach.
Proceedings of the Progress in Pattern Recognition, 2003

2002
Reconocimiento Eficiente de Caracteres Alfanuméricos Provenientes de Mapas Ráster por Medio de Clasificadores Neuronales.
Computación y Sistemas, 2002

On the Segmentation of Color Cartographic Images.
Proceedings of the Structural, 2002

Efficient Computation of 3-D Moments in Terms of an Object's Partition.
Proceedings of the Structural, 2002

Improving Pattern Recognition Using Several Feature Vectors.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Feature Matching Using Accumulation Spaces.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

2001
Computing geometric moments using morphological erosions.
Pattern Recognit., 2001

Combined Image Filter for Robust Fine Detail Preservation and Efficient Noise Supression.
Computación y Sistemas, 2001

Counting the number of blobs in an image.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Mathematical Morphology Based on Linear Combined Metric Spaces on Z2 (Part II): Constant Time Morphological Operations.
J. Math. Imaging Vis., 2000

Mathematical Morphology Based on Linear Combined Metric Spaces on Z2 (Part I): Fast Distance Transforms.
J. Math. Imaging Vis., 2000

A Procedure to Select the Vigilance Threshold for the ART2 for Supervised and Unsupervised Training.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

Object Recognition by Indexing Using Neural Networks.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

New Method to Count Objects into an Image.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
MRI segmentation based on region growing with robust estimation.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1998
Automatic path planning for a mobile robot among obstacles of arbitrary shape.
IEEE Trans. Syst. Man Cybern. Part B, 1998

Recognizing Partially Visible 2-D Non-rigid Wire-Shapes.
Proceedings of the Advances in Pattern Recognition, 1998

Automatic facial feature detection and location.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Human Face Identification Using Invariant Descriptions and a Genetic Algorithm.
Proceedings of the Progress in Artificial Intelligence, 1998

1996
On the computation of the Euler number of a binary object.
Pattern Recognit., 1996

Recognizing 2-D Rigid and Non-Rigid Wire-Shapes.
Proceedings of the Advances in Structural and Syntactical Pattern Recognition, 1996

Model-based recognition of planar objects using geometric invariants.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Polyhedral object recognition by indexing.
Pattern Recognit., 1995

Recognizing polyhedral objects using neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1992
Reconnaissance d'objets polyédriques par indexation dans une base de modèles. (Polyhedral object recognition by database model indexing).
PhD thesis, 1992

Model Indexing Based on a Graph-Theoretic Approach.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

Model indexing: the graph-hashing approach.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1989
An improved parallel algorithm for thinning digital patterns.
Pattern Recognit. Lett., 1989


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