Oscar S. Dalmau-Cedeño

Orcid: 0000-0002-1828-8458

Affiliations:
  • Centro de Investigación en Matemáticas, Guanajuato, México


According to our database1, Oscar S. Dalmau-Cedeño authored at least 49 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
MRI Rician Noise Reduction Using Recurrent Convolutional Neural Networks.
IEEE Access, 2024

LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification.
Proceedings of the Pattern Recognition - 16th Mexican Conference, 2024

2023
Standard simplex induced clustering with hierarchical deep dictionary learning.
Signal Process. Image Commun., March, 2023

2022
Width Attention based Convolutional Neural Network for Retinal Vessel Segmentation.
Expert Syst. Appl., December, 2022

Symmetric nonnegative matrix factorization with elastic-net regularized block-wise weighted representation for clustering.
Pattern Anal. Appl., 2022

Arbitrary Scale Super-Resolution Neural Network Based on Residual Channel-Spatial Attention.
IEEE Access, 2022

Factorized U-net for Retinal Vessel Segmentation.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

2021
A hybrid gradient method for strictly convex quadratic programming.
Numer. Linear Algebra Appl., 2021

Two adaptive scaled gradient projection methods for Stiefel manifold constrained optimization.
Numer. Algorithms, 2021

A Residual Dense U-Net Neural Network for Image Denoising.
IEEE Access, 2021

D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation.
Proceedings of the Geometry and Vision - First International Symposium, 2021

2020
Block-wise weighted sparse representation-based classification.
Signal Image Video Process., 2020

An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles.
Sensors, 2020

A Novel Methodology to Study Synchrony, Causality and Delay in EEG Data.
Computación y Sistemas, 2020

Scaled Fixed Point Algorithm for Computing the Matrix Square Root.
CoRR, 2020

Transportless conjugate gradient for optimization on Stiefel manifold.
Comput. Appl. Math., 2020

Hierarchical Discriminative Deep Dictionary Learning.
IEEE Access, 2020

GA-based U-Net Architecture Optimization Applied to Retina Blood Vessel Segmentation.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

COLSHADE for Real-World Single-Objective Constrained optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A non-monotone linear search algorithm with mixed direction on Stiefel manifold.
Optim. Methods Softw., 2019

A Scaled Gradient Projection Method for Minimization over the Stiefel Manifold.
Proceedings of the Advances in Soft Computing, 2019

2018
Atlas-based segmentation of neonatal brain MR images using a gray matter enhancing step.
Signal Image Video Process., 2018

Selection and Fusion of Spectral Indices to Improve Water Body Discrimination.
IEEE Access, 2018

Explicit Control of Diversity in Differential Evolution.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Segmentation of carbon nanotube images through an artificial neural network.
Soft Comput., 2017

Crop Classification in Satellite Images through Probabilistic Segmentation Based on Multiple Sources.
Sensors, 2017

A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs.
Sensors, 2017

Supervised Classification Based on Copula Functions.
Res. Comput. Sci., 2017

Automatic Detection of Hard Exudates in Retinal Images with Diabetic Retinopathy.
Proceedings of the Sixteenth Mexican International Conference on Artificial Intelligence, 2017

Modeling Dependencies in Supervised Classification.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

A Projection Method for Optimization Problems on the Stiefel Manifold.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

2016
On the computation of integrals over fixed-size rectangles of arbitrary dimension.
Pattern Recognit. Lett., 2016

2015
Kernel multilogit algorithm for multiclass classification.
Comput. Stat. Data Anal., 2015

Classification of Different Vegetation Types Combining Two Information Sources Through a Probabilistic Segmentation Approach.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014
A Supervised Segmentation Algorithm for Crop Classification Based on Histograms Using Satellite Images.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

GP-MPU Method for Implicit Surface Reconstruction.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Frequency Filter Bank for Enhancing Carbon Nanotube Images.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Characterization of Nanotube Structures Using Digital-Segmented Images.
Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014

2013
Tree Species Classification Based on 3D Bark Texture Analysis.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

2012
Variational Viewpoint of the Quadratic Markov Measure Field Models: Theory and Algorithms.
IEEE Trans. Image Process., 2012

Spatial Sampling for Image Segmentation.
Comput. J., 2012

2011
Alpha Markov Measure Field model for probabilistic image segmentation.
Theor. Comput. Sci., 2011

MFCA: Matched Filters with Cellular Automata for Retinal Vessel Detection.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Bayesian Scheme for Interactive Colourization, Recolourization and Image/Video Editing.
Comput. Graph. Forum, 2010

Beta-Measure for Probabilistic Segmentation.
Proceedings of the Advances in Artificial Intelligence, 2010

Spatial Sampling for Image Segmentation.
Proceedings of the Computer and Information Sciences, 2010

2009
A General Bayesian Markov Random Field Model for Probabilistic Image Segmentation.
Proceedings of the Combinatorial Image Analysis, 13th International Workshop, 2009

2008
Image segmentation by convex quadratic programming.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Computing the Alpha-Channel with Probabilistic Segmentation for Image Colorization.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007


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