Jesús Carlos Pedraza Ortega

Orcid: 0000-0001-5125-8907

According to our database1, Jesús Carlos Pedraza Ortega authored at least 52 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Unraveling the complexity: deep learning for imbalanced retinal lesion detection and multi-disease identification.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024

2022
Comparison of Key Point Detector Methods for Microcalcification's ROI Identification on Breast Images: An alternative to SIFT.
Proceedings of the 19th International Conference on Electrical Engineering, 2022

A survey of approaches in Deep Learning techniques for the detection and classification of mammography abnormalities.
Proceedings of the 19th International Conference on Electrical Engineering, 2022

2021
Capability of a Recurrent Deep Neural Network Optimized by Swarm Intelligence Techniques to Predict Exceedances of Airborne Pollution (PMx) in Largely Populated Areas.
Proceedings of the International Conference on Information Technology, 2021

2020
Red neuronal convolucional de baja latencia para la estimación de profundidad monocular.
Res. Comput. Sci., 2020

Clasificación de A/V en imágenes de retina usando arquitectura inspirada en U-Net con ConvLSTM bidireccionales.
Res. Comput. Sci., 2020

Análisis comparativo de métodos de desdoblamiento de fase en perfilometría por desplazamiento de fase.
Res. Comput. Sci., 2020

Reconocimiento facial basado en Least-Squares Support Vector Machine y características LNDP.
Res. Comput. Sci., 2020

Improving 3D reconstruction accuracy in wavelet transform profilometry by reducing shadow effects.
IET Image Process., 2020

Airborne particle pollution predictive model using Gated Recurrent Unit (GRU) deep neural networks.
Earth Sci. Informatics, 2020

Chaining a U-Net With a Residual U-Net for Retinal Blood Vessels Segmentation.
IEEE Access, 2020

2019
Propuesta de red neuronal convolutiva para la predicción de partículas contaminantes PM10.
Res. Comput. Sci., 2019

Propuesta de mejora de modelado de partículas contaminantes PM10 mediante algoritmos de inteligencia colectiva de bacteria BFOA.
Res. Comput. Sci., 2019

Detección efectiva de rostros en imágenes utilizando descriptores basados en HOG.
Res. Comput. Sci., 2019

Steady-state visual evoked potential (SSEVP) from EEG signal modeling based upon recurrence plots.
Evol. Syst., 2019

Efficient single image dehazing by modifying the dark channel prior.
EURASIP J. Image Video Process., 2019

Methodology Proposal of EMG Hand Movement Classification Based on Cross Recurrence Plots.
Comput. Math. Methods Medicine, 2019

Markov Random Field Function minimized by Stochastic Gradient Descent.
Proceedings of the 16th International Conference on Electrical Engineering, 2019

2018
Image dehazing using morphological opening, dilation and Gaussian filtering.
Signal Image Video Process., 2018

Dedicated feature descriptor for outdoor augmented reality detection.
Pattern Anal. Appl., 2018

2017
Comparación de filtros para el análisis del espectro espacial bidimensional de Fourier, en el proceso de digitalización 3D.
Res. Comput. Sci., 2017

Propuesta de reconstrucción 3d de objetos basado en la selección de los mejores parámetros de la Wavelet Morlet.
Res. Comput. Sci., 2017

Location of mammograms ROI's and reduction of false-positive.
Comput. Methods Programs Biomed., 2017

2016
Parameter Characterization of Complex Wavelets and its use in 3D Reconstruction.
Proceedings of the Advances in Computational Intelligence, 2016

KNN-based image segmentation for grapevine potassium deficiency diagnosis.
Proceedings of the 2016 International Conference on Electronics, 2016

2015
Scene Dedicated Feature Descriptor with Random Forest Training for Better Augmented Reality Registration.
Res. Comput. Sci., 2015

Calibration of an optical stereo-tracker with a videometric system using the pair-point method for IGS.
Proceedings of the 12th International Conference on Electrical Engineering, 2015

2014
HTG-Based Kinematic Modeling for Positioning of a Multi-Articulated Wheeled Mobile Manipulator.
J. Intell. Robotic Syst., 2014

A Novel Approach for Face Authentication Using Speeded Up Robust Features Algorithm.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Automatic segmentation of mammograms using a Scale-Invariant Feature Transform and K-means clustering algorithm.
Proceedings of the 11th International Conference on Electrical Engineering, 2014

Design and construction of tools with reflecting-disks fiducials for optical stereo trackers: An afforable technique for navigation tools development.
Proceedings of the 11th International Conference on Electrical Engineering, 2014

2013
Alignment of the Measurement Scale Mark during Immersion Hydrometer Calibration Using an Image Processing System.
Sensors, 2013

2011
Evaluating trends of airborne contaminants by using support vector regression techniques.
Proceedings of the CONIELECOMP 2011, 21st International Conference on Electrical, Communications, and Computers, 28 February, 2011

Performance assessment of fuzzy clustering models applied to urban airborne pollution.
Proceedings of the CONIELECOMP 2011, 21st International Conference on Electrical, Communications, and Computers, 28 February, 2011

2010
Modeling Key Parameters for Greenhouse Using Fuzzy Clustering Techniques.
Proceedings of the 9th Mexican International Conference on Artificial Intelligence, 2010

Fuzzy Logic Hardware Implementation for Pneumatic Control of One DOF Pneumatic Robot.
Proceedings of the Advances in Soft Computing, 2010

5-DOF manipulator simulation based on MATLAB-Simulink methodology.
Proceedings of the 20th International Conference on Electronics, 2010

A comparison between local and global phase unwrapping algorithms in a modified Fourier Transform Profilometry Method.
Proceedings of the 20th International Conference on Electronics, 2010

Development of an ultrasonic thickness measurement equipment prototype.
Proceedings of the 20th International Conference on Electronics, 2010

Comparison between Fuzzy C-means clustering and Fuzzy Clustering Subtractive in urban air pollution.
Proceedings of the 20th International Conference on Electronics, 2010

2009
A 3D Sensor Based on a Profilometrical Approach.
Sensors, 2009

Capability of a Portable Chromatic Unit for Monitoring Airborne Particles over Wide Urban Areas.
J. Sensors, 2009

A Profilometric Approach for 3D Reconstruction Using Fourier and Wavelet Transforms.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

2007
PCB Inspection Using Image Processing and Wavelet Transform.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Image Processing for 3D Reconstruction Using a Modified Fourier Transform Profilometry Method.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

2006
Neuro Fuzzy Modeling of Control Systems.
Proceedings of the 16th International Conference on Electronics, Communications, and Computers (CONIELECOMP 2006), 27 February 2005, 2006

2003
Microscopic vision system with all-in-focus and depth images.
Mach. Vis. Appl., 2003

2001
Micro-observation technique for tele-micro-operation.
Adv. Robotics, 2001

All in focus camera vision system for robot navigation and manipulation based on the DFF criteria.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

High-speed image processing system for tele-micro-operation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

2000
Real-time micro observation technique for tele-micro-operation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000

Real-Time Micro Environmental Observation with Virtual Reality.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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