Humberto de Jesús Ochoa Domínguez

According to our database, Humberto de Jesús Ochoa Domínguez authored at least 32 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms.

Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas

Computación y Sistemas (CyS), 2024

2023

Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images.

Leandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Javier Polanco González

Pattern Recognit. Lett., August, 2023

A methodology for character recognition and revision of the linear equations solving procedure.

Cristina Guevara Neri, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Manuel Nandayapa, Juan Humberto Sossa Azuela

Inf. Process. Manag., 2023

Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms.

Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas

Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

2022

Mexican traffic sign detection and classification using deep learning.

Rubén Castruita Rodríguez, Carlos Mendoza Carlos, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez

Expert Syst. Appl., 2022

3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain.

Leandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Javier Polanco González

Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

2021

Auto-adaptive multilayer perceptron for univariate time series classification.

Felipe Arias Del Campo, Cristina Guevara Neri, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Vicente García Jiménez

Expert Syst. Appl., 2021

Radial Basis Function Neural Network for the Evaluation of Image Color Quality Shown on Liquid Crystal Displays.

Felipe Arias Del Campo, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Manuel Nandayapa

IEEE Access, 2021

2020

Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo.

Leandro José Rodríguez, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Juan Humberto Sossa Azuela

Res. Comput. Sci., 2020

Editorial for Volume 11 Number 1: Signal Processing and Production Processes in Advanced Engineering.

Vianey G. Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vicente García Jiménez

Int. J. Comb. Optim. Probl. Informatics, 2020

Dictionary-based super resolution for positron emission tomography images.

Leandro José Rodríguez, Humberto de Jesús Ochoa Domínguez

Int. J. Comb. Optim. Probl. Informatics, 2020

2019

Auto-regularized Gradients of Adaptive Interpolation for MRI Super-Resolution.

Leandro Morera Delfin, Raúl Pinto-Elías, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas

J. Signal Process. Syst., 2019

Using regression models for predicting the product quality in a tubing extrusion process.

Vicente García, J. Salvador Sánchez, Luis Alberto Rodríguez-Picón, Luis Carlos Méndez-González, Humberto de Jesús Ochoa Domínguez

J. Intell. Manuf., 2019

Gradient management and algebraic reconstruction for single image super resolution.

Leandro Morera Delfin, Raúl Pinto-Elías, Humberto de Jesús Ochoa Domínguez

Proceedings of the Image Processing: Algorithms and Systems XVII, 2019

2017

An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification.

Vicente García, José Salvador Sánchez, Laura Cleofas-Sánchez, Humberto de Jesús Ochoa Domínguez, Francisco López-Orozco

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2015

Modified set partitioning in hierarchical trees algorithm based on hierarchical subbands.

Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez

J. Electronic Imaging, 2015

Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise.

Vicente García, José Salvador Sánchez, Humberto de Jesús Ochoa Domínguez, Laura Cleofas-Sánchez

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

Noise Reduction in Small-Animal PET Images Using a Multiresolution Transform.

Jose Manuel Mejía Muñoz, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Leticia Ortega Maynez, Boris Mederos

IEEE Trans. Medical Imaging, 2014

Smart Multi-Level Tool for Remote Patient Monitoring Based on a Wireless Sensor Network and Mobile Augmented Reality.

Fernando Cornelio Jiménez González, Osslan Osiris Vergara-Villegas, Dulce Esperanza Torres Ramírez, Vianey Guadalupe Cruz Sánchez, Humberto Ochoa Domínguez

Sensors, 2014

Noise reduction in PET sinograms using non-local total variation regularization.

José Mejía, Boris Mederos, Sergio D. Cabrera, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas

Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014

Improved SPIHT Algorithm.

Humberto de Jesús Ochoa Domínguez, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas

Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

2013

Lung Nodule Classification in CT Thorax Images Using Support Vector Machines.

Hiram Madero Orozco, Osslan Osiris Vergara-Villegas, Humberto de Jesús Ochoa Domínguez, Vianey Guadalupe Cruz Sánchez

Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013

2012

Lung nodule classification in frequency domain using support vector machines.

Hiram Madero Orozco, Osslan Osiris Vergara-Villegas, Leticia Ortega Maynez, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez

Proceedings of the 11th International Conference on Information Science, 2012

2011

SDCA: System to Detect Cancerous Abnormalities.

Eddy Sánchez de la Cruz, Homero Alpuín-Jiménez, Humberto de Jesús Ochoa Domínguez, Pilar Pozos Parra

Proceedings of the Seventh Latin American Workshop on Non-Monotonic Reasoning, 2011

Visual Perception Substitution by the Auditory Sense.

Brian David Cano Martínez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Leticia Ortega Maynez

Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

2010

SAR Image Denoising Using the Non-Subsampled Contourlet Transform and Morphological Operators.

Jose Manuel Mejía Muñoz, Humberto de Jesús Ochoa Domínguez, Leticia Ortega Maynez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Nelly Gordillo Castillo, Efrén David Gutiérrez Casas

Proceedings of the Advances in Artificial Intelligence, 2010

2009

A Hybrid System Based on a Filter Bank and a Successive Approximations Threshold for Microcalcifications Detection.

Humberto Ochoa, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Efrén Gútierrez

J. Comput., 2009

A Novel Evolutionary Face Recognition Algorithm Using Particle Swarm Optimization.

Osslan Osiris Vergara-Villegas, Mitzel Avíles Quintero, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez

Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

The Nonsubsampled Contourlet Transform for Enhancement of Microcalcifications in Digital Mammograms.

Jose Manuel Mejía Muñoz, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Leticia Ortega Maynez

Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Set Partitioning in Hierarchical Frequency Bands (SPHFB).

Humberto Ochoa, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Gerardo Rosiles, Javier Vega-Pineda

Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

2006

Design and Analysis of a MEMS Variable Capacitor using Thermal Actuators.

José Mireles, Humberto Ochoa, Víctor Hinostroza

Computación y Sistemas, 2006

2003

A low bit-rate hybrid DWT-SVD image-coding system (HDWTSVD) for monochromatic images.

Humberto Ochoa, K. R. Rao

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003