Humberto de Jesús Ochoa Domínguez

30 papers Misc 2Journal 16Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Residual shallow convolutional neural network to classify microcalcifications clusters in digital mammograms.
Biomed. Signal Process. Control.
Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas
2024 J jnl
Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms.
Computación y Sistemas (CyS)
Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas
2023 J jnl
A methodology for character recognition and revision of the linear equations solving procedure.
Inf. Process. Manag.
Cristina Guevara Neri, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Manuel Nandayapa, Juan Humberto Sossa Azuela
2023 — conf
Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms.
MCPR
Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas
2023 J jnl
Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images.
Pattern Recognit. Lett.
Leandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Javier Polanco González
2023 J jnl
Shallow Convolutional Neural Network to Classify Microcalcifications Clusters in Digital Mammograms.
Res. Comput. Sci.
Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas
2022 — conf
3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain.
MCPR
Leandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Javier Polanco González
2022 J jnl
Mexican traffic sign detection and classification using deep learning.
Expert Syst. Appl.
Rubén Castruita Rodríguez, Carlos Mendoza Carlos, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez
2021 J jnl
3D Convolutional Neural Network for Positron Emission Tomography Image Enhancement.
Res. Comput. Sci.
Leandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas, Juan Humberto Sossa Azuela
2021 J jnl
Auto-adaptive multilayer perceptron for univariate time series classification.
Expert Syst. Appl.
Felipe Arias Del Campo, Cristina Guevara Neri, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Vicente García Jiménez
2021 J jnl
Radial Basis Function Neural Network for the Evaluation of Image Color Quality Shown on Liquid Crystal Displays.
IEEE Access
Felipe Arias Del Campo, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Manuel Nandayapa
2020 J jnl
Dictionary-based super resolution for positron emission tomography images.
Int. J. Comb. Optim. Probl. Informatics
Leandro José Rodríguez, Humberto de Jesús Ochoa Domínguez
2020 J jnl
Editorial for Volume 11 Number 1: Signal Processing and Production Processes in Advanced Engineering.
Int. J. Comb. Optim. Probl. Informatics
Vianey G. Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vicente García Jiménez
2020 J jnl
Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo.
Res. Comput. Sci.
Leandro José Rodríguez, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Juan Humberto Sossa Azuela
2019 J jnl
Auto-regularized Gradients of Adaptive Interpolation for MRI Super-Resolution.
J. Signal Process. Syst.
Leandro Morera Delfin, Raúl Pinto-Elías, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas
2019 — conf
Gradient management and algebraic reconstruction for single image super resolution.
Image Processing: Algorithms and Systems
Leandro Morera Delfin, Raúl Pinto-Elías, Humberto de Jesús Ochoa Domínguez
2019 J jnl
Using regression models for predicting the product quality in a tubing extrusion process.
J. Intell. Manuf.
Vicente García, J. Salvador Sánchez, Luis Alberto Rodríguez-Picón, Luis Carlos Méndez-González, Humberto de Jesús Ochoa Domínguez
2017 Misc conf
An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification.
IbPRIA
Vicente García, José Salvador Sánchez, Laura Cleofas-Sánchez, Humberto de Jesús Ochoa Domínguez, Francisco López-Orozco
2015 Misc conf
Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise.
IbPRIA
Vicente García, José Salvador Sánchez, Humberto de Jesús Ochoa Domínguez, Laura Cleofas-Sánchez
2015 J jnl
Modified set partitioning in hierarchical trees algorithm based on hierarchical subbands.
J. Electronic Imaging
Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez
2014 — conf
Improved SPIHT Algorithm.
SITIS
Humberto de Jesús Ochoa Domínguez, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas
2014 J jnl
Noise Reduction in Small-Animal PET Images Using a Multiresolution Transform.
IEEE Trans. Medical Imaging
José Manuel Mejía Muñoz, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Leticia Ortega Máynez, Boris Mederos
2014 — conf
Noise reduction in PET sinograms using non-local total variation regularization.
SSIAI
José Mejía, Boris Mederos, Sergio D. Cabrera, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas
2013 — conf
Lung Nodule Classification in CT Thorax Images Using Support Vector Machines.
MICAI (Special Sessions)
Hiram Madero Orozco, Osslan Osiris Vergara-Villegas, Humberto de Jesús Ochoa Domínguez, Vianey Guadalupe Cruz Sánchez
2012 — conf
Lung nodule classification in frequency domain using support vector machines.
ISSPA
Hiram Madero Orozco, Osslan Osiris Vergara-Villegas, Leticia Ortega Máynez, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez
2011 — conf
SDCA: System to Detect Cancerous Abnormalities.
LA-NMR
Eddy Sánchez de la Cruz, Homero Alpuín-Jiménez, Humberto de Jesús Ochoa Domínguez, Pilar Pozos Parra
2011 — conf
Visual Perception Substitution by the Auditory Sense.
ICCSA (2)
Brian David Cano Martínez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Leticia Ortega Máynez
2010 — conf
SAR Image Denoising Using the Non-Subsampled Contourlet Transform and Morphological Operators.
MICAI (1)
José Manuel Mejía Muñoz, Humberto de Jesús Ochoa Domínguez, Leticia Ortega Máynez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Nelly Gordillo Castillo, Efrén David Gutiérrez Casas
2009 — conf
A Novel Evolutionary Face Recognition Algorithm Using Particle Swarm Optimization.
SITIS
Osslan Osiris Vergara-Villegas, Mitzel Avíles Quintero, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez
2009 — conf
The Nonsubsampled Contourlet Transform for Enhancement of Microcalcifications in Digital Mammograms.
MICAI
José Manuel Mejía Muñoz, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Leticia Ortega Máynez