Boris Escalante-Ramírez

Orcid: 0000-0003-4936-8714

According to our database1, Boris Escalante-Ramírez authored at least 47 papers between 1992 and 2023.

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

Timeline

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Links

On csauthors.net:

Bibliography

2023
PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images.
Computación y Sistemas (CyS), 2023

Removing Zero Variance Units of Deep Models for COVID-19 Detection.
IEEE Access, 2023

Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022
Redes neuronales recurrentes para el desarrollo de las habilidades conversacionales de un asistente de aprendizaje.
Res. Comput. Sci., 2022

Hermite Transform Based Algorithm for Detection and Classification of High Impedance Faults.
IEEE Access, 2022

3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
A multiphase texture-based model of active contours assisted by a convolutional neural network for automatic CT and MRI heart ventricle segmentation.
Comput. Methods Programs Biomed., 2021

2020
3D Hermite Transform Optical Flow Estimation in Left Ventricle CT Sequences.
Sensors, 2020

Modelling of high impedance faults in distribution systems and validation based on multiresolution techniques.
Comput. Electr. Eng., 2020

2019
Application of Different Statistical Tests for Validation of Synthesized Speech Parameterized by Cepstral Coefficients and LSP.
Computación y Sistemas, 2019

Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Hermite Convolutional Networks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018
A 3D Hermite-based multiscale local active contour method with elliptical shape constraints for segmentation of cardiac MR and CT volumes.
Medical Biol. Eng. Comput., 2018

Towards a Formalization of a Framework to Express and Reason about Software Engineering Methods.
Comput. Informatics, 2018

Towards a Representation of Enterprise Architecture based on Zachman Framework through OMG Standards (S).
Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018

Mapeo entre la ISO/IEC 29110-5-1-2 y el MAAGTICSI dirigido a Organizaciones Pequeñas Desarrolladoras de Software en MÉxico.
Proceedings of the XXI Iberoamerican Conference on Software Engineering, 2018

2017
Left ventricle Hermite-based segmentation.
Comput. Biol. Medicine, 2017

2016
Left ventricle segmentation in fetal echocardiography using a multi-texture active appearance model based on the steered Hermite transform.
Comput. Methods Programs Biomed., 2016

Segmentation and optical flow estimation in cardiac CT sequences based on a spatiotemporal PDM with a correction scheme and the Hermite transform.
Comput. Biol. Medicine, 2016

An Unsupervised Approach for Automatic Discovery of Metadata in Document Images.
Proceedings of the Fifteenth Mexican International Conference on Artificial Intelligence, 2016

Characterization of hematologic malignancies based on discrete orthogonal moments.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

2015
Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy.
Comput. Electron. Agric., 2015

Classification of Tumor Epithelium and Stroma in Colorectal Cancer Based on Discrete Tchebichef Moments.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2015

2014
Extended Gabor approach applied to classification of emphysematous patterns in computed tomography.
Medical Biol. Eng. Comput., 2014

2013
Optical flow estimation in cardiac CT images using the steered Hermite transform.
Signal Process. Image Commun., 2013

Recognition of arm activities based on Hidden Markov Models for natural interaction with service robots.
Proceedings of the 16th International Conference on Advanced Robotics, 2013

Advances in Texture Analysis for Emphysema Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Odometry-Based Viterbi Localization with Artificial Neural Networks and Laser Range Finders for Mobile Robots.
J. Intell. Robotic Syst., 2012

Texture Image Retrieval Based on Log-Gabor Features.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Rotation-invariant texture features from the steered Hermite transform.
Pattern Recognit. Lett., 2011

Invariant texture analysis through Local Binary Patterns
CoRR, 2011

Classification of Low Level Visual Texture Features Based on the Hermite Transform.
Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

Image Fusion Algorithm Using the Multiresolution Directional-Oriented Hermite Transform.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

A comparison study of Gabor and log-Gabor wavelets for texture segmentation.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

2009
Advances in Rotation-Invariant Texture Analysis.
Proceedings of the Progress in Pattern Recognition, 2009

2008
The Hermite transform as an efficient model for local image analysis: An application to medical image fusion.
Comput. Electr. Eng., 2008

The Hermite Transform: An Alternative Image Representation Model for Iris Recognition.
Proceedings of the Progress in Pattern Recognition, 2008

2006
The multiscale Hermite transform for local orientation analysis.
IEEE Trans. Image Process., 2006

2005
Advanced modeling of visual information processing: A multi-resolution directional-oriented image transform based on Gaussian derivatives.
Signal Process. Image Commun., 2005

2003
SAR-image classification with a directional-oriented discrete Hermite transform and Markov random fields.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Image fusion with the Hermite transform.
Proceedings of the 2003 International Conference on Image Processing, 2003

2000
Optic-Flow Information Extraction with Directional Gaussian-Derivatives.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
AMOVIP: Advanced Modeling of Visual Information Processing.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1996
Performance-oriented analysis and evaluation of modern adaptive speckle reduction techniques in SAR images.
Proceedings of the Visual Information Processing V, Orlando, FL, USA, April 8, 1996, 1996

1995
Multidimensional Characterization of the Perceptual Quality of Noise-Reduced Computed Tomography Images.
J. Vis. Commun. Image Represent., 1995

1993
Technique for image interpolation using polynomial transforms.
Proceedings of the Visual Communications and Image Processing '93, 1993

1992
Noise reduction in computerized tomography images by means of polynomial transforms.
J. Vis. Commun. Image Represent., 1992


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