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Boris Escalante-Ramírez
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Journal Articles
- 2023
- [j23]Jesús García-Ramírez, Boris Escalante-Ramírez, Jimena Olveres Montiel:
Removing Zero Variance Units of Deep Models for COVID-19 Detection. IEEE Access 11: 26521-26529 (2023) - [j22]Carlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres Montiel:
PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images. Computación y Sistemas (CyS) 27(4) (2023) - 2022
- [j21]Daniel Guillen, Jimena Olveres, Vicente Torres-Garcia, Boris Escalante-Ramírez:
Hermite Transform Based Algorithm for Detection and Classification of High Impedance Faults. IEEE Access 10: 79962-79973 (2022) - [j20]Erik Carbajal-Degante, Omar Terrazas Razo, Jackeline Bucio García, Jimena Olveres, Boris Escalante-Ramírez, Guadalupe Vadillo:
Redes neuronales recurrentes para el desarrollo de las habilidades conversacionales de un asistente de aprendizaje. Res. Comput. Sci. 151(6): 63-77 (2022) - 2021
- [j19]Erik Carbajal-Degante, Steve Avendaño, Leonardo Ledesma, Jimena Olveres, Enrique Vallejo, Boris Escalante-Ramírez:
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. 211: 106373 (2021) - 2020
- [j18]Vicente Torres-Garcia, Daniel Guillen, Jimena Olveres, Boris Escalante-Ramírez, Juan R. Rodriguez-Rodriguez:
Modelling of high impedance faults in distribution systems and validation based on multiresolution techniques. Comput. Electr. Eng. 83: 106576 (2020) - [j17]Carlos Mira, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jimena Olveres, Jorge Brieva, Enrique Vallejo:
3D Hermite Transform Optical Flow Estimation in Left Ventricle CT Sequences. Sensors 20(3): 595 (2020) - 2019
- [j16]Carlos Angel Franco-Galvan, José Abel Herrera-Camacho, Boris Escalante-Ramírez:
Application of Different Statistical Tests for Validation of Synthesized Speech Parameterized by Cepstral Coefficients and LSP. Computación y Sistemas 23(2): 461-468 (2019) - 2018
- [j15]Miguel Morales Trujillo, Hanna Oktaba, Francisco Hernández Quiroz, Boris Escalante-Ramírez:
Towards a Formalization of a Framework to Express and Reason about Software Engineering Methods. Comput. Informatics 37(1): 109-141 (2018) - [j14]Leiner Barba-J, Boris Escalante-Ramírez, Enrique Vallejo, Fernando Arámbula Cosío:
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. 56(5): 833-851 (2018) - 2017
- [j13]Jimena Olveres, Rodrigo Nava, Boris Escalante-Ramírez, Enrique Vallejo, Jan Kybic:
Left ventricle Hermite-based segmentation. Comput. Biol. Medicine 87: 236-249 (2017) - 2016
- [j12]Leiner Barba-J, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jorge Brieva, Enrique Vallejo:
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 69: 189-202 (2016) - [j11]Lorena Vargas-Quintero, Boris Escalante-Ramírez, Lisbeth Camargo-Marín, Mario E. Guzmán Huerta, Fernando Arámbula Cosío, Héctor Borboa Olivares:
Left ventricle segmentation in fetal echocardiography using a multi-texture active appearance model based on the steered Hermite transform. Comput. Methods Programs Biomed. 137: 231-245 (2016) - 2015
- [j10]Rafael Redondo, Gloria Bueno García, François Chung, Rodrigo Nava, J. Víctor Marcos, Gabriel Cristóbal, Tomás Rodríguez, Amelia Gonzalez-Porto, Cristina Pardo, Oscar Déniz, Boris Escalante-Ramírez:
Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy. Comput. Electron. Agric. 110: 56-69 (2015) - 2014
- [j9]Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal, Raúl San José Estépar:
Extended Gabor approach applied to classification of emphysematous patterns in computed tomography. Medical Biol. Eng. Comput. 52(4): 393-403 (2014) - 2013
- [j8]Ernesto Moya-Albor, Boris Escalante-Ramírez, Enrique Vallejo:
Optical flow estimation in cardiac CT images using the steered Hermite transform. Signal Process. Image Commun. 28(3): 267-291 (2013) - 2012
- [j7]Adalberto Llarena, Jesus Savage, Ángel Fernando Kuri Morales, Boris Escalante-Ramírez:
Odometry-Based Viterbi Localization with Artificial Neural Networks and Laser Range Finders for Mobile Robots. J. Intell. Robotic Syst. 66(1-2): 75-109 (2012) - 2011
- [j6]Alfonso Estudillo-Romero, Boris Escalante-Ramírez:
Rotation-invariant texture features from the steered Hermite transform. Pattern Recognit. Lett. 32(16): 2150-2162 (2011) - 2008
- [j5]Boris Escalante-Ramírez:
The Hermite transform as an efficient model for local image analysis: An application to medical image fusion. Comput. Electr. Eng. 34(2): 99-110 (2008) - 2006
- [j4]José Luis Silván-Cárdenas, Boris Escalante-Ramírez:
The multiscale Hermite transform for local orientation analysis. IEEE Trans. Image Process. 15(5): 1236-1253 (2006) - 2005
- [j3]Boris Escalante-Ramírez, José Luis Silván-Cárdenas:
Advanced modeling of visual information processing: A multi-resolution directional-oriented image transform based on Gaussian derivatives. Signal Process. Image Commun. 20(9-10): 801-812 (2005) - 1995
- [j2]Boris Escalante-Ramírez, Jean-Bernard Martens, Huib de Ridder:
Multidimensional Characterization of the Perceptual Quality of Noise-Reduced Computed Tomography Images. J. Vis. Commun. Image Represent. 6(4): 317-334 (1995) - 1992
- [j1]Boris Escalante-Ramírez, Jean-Bernard Martens:
Noise reduction in computerized tomography images by means of polynomial transforms. J. Vis. Commun. Image Represent. 3(3): 272-285 (1992)
Conference and Workshop Papers
- 2023
- [c24]Jesús García-Ramírez, Rodrigo Ramos Díaz, Jimena Olveres, Boris Escalante-Ramírez:
Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images. HAIS 2023: 73-83 - [c23]Carlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres Montiel:
PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images. MICAI (2) 2023: 211-224 - 2022
- [c22]Haydee O. Hernández, Paul Hernandez-Herrera, Fernando Montoya, Jimena Olveres, Hermes Bloomfield-Gadêlha, Alberto Darszon, Boris Escalante-Ramírez, Gabriel Corkidi:
3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification. EMBC 2022: 488-492 - 2019
- [c21]Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez:
Hermite Convolutional Networks. CIARP 2019: 398-407 - [c20]Fabian Torres Robles, Boris Escalante-Ramírez, Jimena Olveres, Ping-Lang Yen:
Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization. IbPRIA (1) 2019: 289-301 - 2018
- [c19]Miguel Ehécatl Morales-Trujillo, Felipe Orlando Becerra Palma, Boris Escalante-Ramírez, María del Pilar Angeles:
Mapeo entre la ISO/IEC 29110-5-1-2 y el MAAGTICSI dirigido a Organizaciones Pequeñas Desarrolladoras de Software en MÉxico. CIbSE 2018: 368-380 - [c18]Miguel Ehécatl Morales-Trujillo, Boris Escalante-Ramírez, María del Pilar Angeles, Hanna Oktaba, Guadalupe Ibarguengoitia González:
Towards a Representation of Enterprise Architecture based on Zachman Framework through OMG Standards (S). SEKE 2018: 225-224 - 2016
- [c17]Rodrigo Nava, Germán González, Jan Kybic, Boris Escalante-Ramírez:
Characterization of hematologic malignancies based on discrete orthogonal moments. IPTA 2016: 1-6 - [c16]Carlos Morales-Solares, Gerardo Sierra, Boris Escalante-Ramírez:
An Unsupervised Approach for Automatic Discovery of Metadata in Document Images. MICAI (Special Session) 2016: 1-7 - 2015
- [c15]Rodrigo Nava, Germán González, Jan Kybic, Boris Escalante-Ramírez:
Classification of Tumor Epithelium and Stroma in Colorectal Cancer Based on Discrete Tchebichef Moments. CLIP@MICCAI 2015: 79-87 - 2013
- [c14]Rodrigo Nava, J. Víctor Marcos, Boris Escalante-Ramírez, Gabriel Cristóbal, Laurent U. Perrinet, Raúl San José Estépar:
Advances in Texture Analysis for Emphysema Classification. CIARP (2) 2013: 214-221 - [c13]Jose I. Figueroa-Angulo, Jesus Savage-Carmona, Ernesto Bribiesca-Correa, Boris Escalante-Ramírez, Ronald S. Leder, Luis Enrique Sucar:
Recognition of arm activities based on Hidden Markov Models for natural interaction with service robots. ICAR 2013: 1-8 - 2012
- [c12]Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal:
Texture Image Retrieval Based on Log-Gabor Features. CIARP 2012: 414-421 - 2011
- [c11]Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal:
A comparison study of Gabor and log-Gabor wavelets for texture segmentation. ISPA 2011: 189-194 - [c10]Sonia Cruz-Techica, Boris Escalante-Ramírez:
Image Fusion Algorithm Using the Multiresolution Directional-Oriented Hermite Transform. MCPR 2011: 202-210 - [c9]Alfonso Estudillo-Romero, Boris Escalante-Ramírez:
Classification of Low Level Visual Texture Features Based on the Hermite Transform. SITIS 2011: 461-467 - 2009
- [c8]Alfonso Estudillo-Romero, Boris Escalante-Ramírez:
Advances in Rotation-Invariant Texture Analysis. CIARP 2009: 145-152 - 2008
- [c7]Alfonso Estudillo-Romero, Boris Escalante-Ramírez:
The Hermite Transform: An Alternative Image Representation Model for Iris Recognition. CIARP 2008: 86-93 - 2003
- [c6]Boris Escalante-Ramírez, Alejandra López-Caloca:
Image fusion with the Hermite transform. ICIP (2) 2003: 145-148 - [c5]Boris Escalante-Ramírez, Penélope López-Quiroz, José Luis Silván-Cárdenas:
SAR-image classification with a directional-oriented discrete Hermite transform and Markov random fields. IGARSS 2003: 3423-3425 - 2000
- [c4]José Luis Silván-Cárdenas, Boris Escalante-Ramírez:
Optic-Flow Information Extraction with Directional Gaussian-Derivatives. ICPR 2000: 3194-3197 - 1999
- [c3]Matthias S. Keil, Gabriel Cristóbal, J. M. Hans du Buf, Boris Escalante-Ramírez, Luiz Pessoa:
AMOVIP: Advanced Modeling of Visual Information Processing. ICIAP 1999: 1208-1213 - 1996
- [c2]Boris Escalante-Ramírez, Jorge Lira-Chavez:
Performance-oriented analysis and evaluation of modern adaptive speckle reduction techniques in SAR images. Visual Information Processing 1996: 18-27 - 1993
- [c1]Boris Escalante-Ramírez, Jean-Bernard Martens:
Technique for image interpolation using polynomial transforms. VCIP 1993
Informal and Other Publications
- 2011
- [i1]Rodrigo Nava, Gabriel Cristóbal, Boris Escalante-Ramírez:
Invariant texture analysis through Local Binary Patterns. CoRR abs/1111.7271 (2011)
Coauthor Index
aka: Jimena Olveres Montiel
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