Boris Escalante-Ramírez

56 papers B 3C 8Misc 3Journal 26Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Polynomial neural networks for biomedical data: Learnable orthogonal polynomials in image analysis and neural signal interpolation. Neurocomputing José Carlos Moreno-Tagle, Jimena Olveres, Boris Escalante-Ramírez
2025	J	`jnl`	3D statistical shape models for automatic segmentation of the fetal cerebellum in ultrasound images. Signal Image Video Process. Gustavo A. R. Velásquez-Rodríguez, Zian Fanti-Gutiérrez, Fabián Torres, Verónica Médina-Bañuelos, Boris Escalante-Ramírez, Lisbeth Camargo-Marín, Mario E. Guzmán Huerta, Fernando Arámbula Cosío
2025	—	`conf`	Beyond Splines: Legendre and Shmaliy Polynomial-KANs for Robust Image Recognition. CAIP (2) José Carlos Moreno-Tagle, Jimena Olveres, Boris Escalante-Ramírez
2025	B	`conf`	Cyclo-VGAE: Dual-Mechanism Approach to GNN Robustness Against Noisy Labels. IJCNN Carlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres
2025	B	`conf`	Deep Learning Approach for Aortic Valve Localization, Detection and Segmentation in Computed Tomography Volumes. CBMS Rubén Omar Azuara-Domínguez, Jimena Olveres, Boris Escalante-Ramírez, Enrique Vallejo
2025	—	`conf`	Multitask Analysis of Spanish Travel Reviews: Sentiment, Destination, and Topic Classification with RoBERTa and LLaMA Ensembles. IberLEF@SEPLN Carlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres Montiel
2024	—	`conf`	Air Pollution, Socioeconomic Status, and Avoidable Hospitalizations in Mexico City: A Multifaceted Analysis. MICAI (Workshops 2) Carlos Minutti-Martinez, Miguel Félix Mata-Rivera, Magali Arellano-Vázquez, Boris Escalante-Ramírez, Jimena Olveres
2024	Misc	`conf`	Forging Pathways: Quantum Computing Initiatives in Mexico. QCE Alberto Maldonado-Romo, Claudia Zendejas-Morales, Boris Escalante-Ramírez, Jimena Olveres, Isabel Pedraza, Javier Maldonado Romo, Jesús Yaljá Montiel-Pérez
2023	Misc	`conf`	Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images. HAIS Jesús García-Ramírez, Rodrigo Ramos Díaz, Jimena Olveres, Boris Escalante-Ramírez
2023	—	`conf`	PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images. MICAI (2) Carlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres Montiel
2023	J	`jnl`	PumaMedNet-CXR: An Explainable Generative Artificial Intelligence for the Analysis and Classification of Chest X-Ray Images. Computación y Sistemas (CyS) Carlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres Montiel
2023	J	`jnl`	Removing Zero Variance Units of Deep Models for COVID-19 Detection. IEEE Access Jesús García-Ramírez, Boris Escalante-Ramírez, Jimena Olveres Montiel
2022	—	`conf`	3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification. EMBC Haydee O. Hernández, Paul Hernandez-Herrera, Fernando Montoya, Jimena Olveres, Hermes Bloomfield-Gadêlha, Alberto Darszon, Boris Escalante-Ramírez, Gabriel Corkidi
2022	J	`jnl`	Hermite Transform Based Algorithm for Detection and Classification of High Impedance Faults. IEEE Access Daniel Guillen, Jimena Olveres, Vicente Torres-Garcia, Boris Escalante-Ramírez
2022	J	`jnl`	Redes neuronales recurrentes para el desarrollo de las habilidades conversacionales de un asistente de aprendizaje. Res. Comput. Sci. Erik Carbajal-Degante, Omar Terrazas Razo, Jackeline Bucio García, Jimena Olveres, Boris Escalante-Ramírez, Guadalupe Vadillo
2021	J	`jnl`	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. Erik Carbajal-Degante, Steve Avendaño, Leonardo Ledesma, Jimena Olveres, Enrique Vallejo, Boris Escalante-Ramírez
2020	J	`jnl`	3D Hermite Transform Optical Flow Estimation in Left Ventricle CT Sequences. Sensors Carlos Mira, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jimena Olveres, Jorge Brieva, Enrique Vallejo
2020	J	`jnl`	Modelling of high impedance faults in distribution systems and validation based on multiresolution techniques. Comput. Electr. Eng. Vicente Torres-Garcia, Daniel Guillen, Jimena Olveres, Boris Escalante-Ramírez, Juan R. Rodriguez-Rodriguez
2019	J	`jnl`	Application of Different Statistical Tests for Validation of Synthesized Speech Parameterized by Cepstral Coefficients and LSP. Computación y Sistemas Carlos Angel Franco-Galvan, José Abel Herrera-Camacho, Boris Escalante-Ramírez
2019	C	`conf`	Hermite Convolutional Networks. CIARP Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez
2019	—	`conf`	Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization. IbPRIA (1) Fabián Torres Robles, Boris Escalante-Ramírez, Jimena Olveres, Ping-Lang Yen
2018	J	`jnl`	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. Leiner Barba-J, Boris Escalante-Ramírez, Enrique Vallejo, Fernando Arámbula Cosío
2018	—	`conf`	Mapeo entre la ISO/IEC 29110-5-1-2 y el MAAGTICSI dirigido a Organizaciones Pequeñas Desarrolladoras de Software en MÉxico. CIbSE Miguel Ehécatl Morales-Trujillo, Felipe Orlando Becerra Palma, Boris Escalante-Ramírez, María del Pilar Angeles
2018	J	`jnl`	Towards a Formalization of a Framework to Express and Reason about Software Engineering Methods. Comput. Informatics Miguel Morales Trujillo, Hanna Oktaba, Francisco Hernández Quiroz, Boris Escalante-Ramírez
2018	C	`conf`	Towards a Representation of Enterprise Architecture based on Zachman Framework through OMG Standards (S). SEKE Miguel Ehécatl Morales-Trujillo, Boris Escalante-Ramírez, María del Pilar Angeles, Hanna Oktaba, Guadalupe Ibarguengoitia González
2017	J	`jnl`	Left ventricle Hermite-based segmentation. Comput. Biol. Medicine Jimena Olveres, Rodrigo Nava, Boris Escalante-Ramírez, Enrique Vallejo, Jan Kybic
2016	—	`conf`	An Unsupervised Approach for Automatic Discovery of Metadata in Document Images. MICAI (Special Session) Carlos Morales-Solares, Gerardo Sierra, Boris Escalante-Ramírez
2016	—	`conf`	Characterization of hematologic malignancies based on discrete orthogonal moments. IPTA Rodrigo Nava, Germán González, Jan Kybic, Boris Escalante-Ramírez
2016	J	`jnl`	Left ventricle segmentation in fetal echocardiography using a multi-texture active appearance model based on the steered Hermite transform. Comput. Methods Programs Biomed. Lorena Vargas-Quintero, Boris Escalante-Ramírez, Lisbeth Camargo-Marín, Mario E. Guzmán Huerta, Fernando Arámbula Cosío, Héctor Borboa Olivares
2016	J	`jnl`	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 Leiner Barba-J, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jorge Brieva, Enrique Vallejo
2015	—	`conf`	Classification of Tumor Epithelium and Stroma in Colorectal Cancer Based on Discrete Tchebichef Moments. CLIP@MICCAI Rodrigo Nava, Germán González, Jan Kybic, Boris Escalante-Ramírez
2015	J	`jnl`	Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy. Comput. Electron. Agric. 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
2014	J	`jnl`	Extended Gabor approach applied to classification of emphysematous patterns in computed tomography. Medical Biol. Eng. Comput. Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal, Raúl San José Estépar
2013	—	`conf`	Advances in Texture Analysis for Emphysema Classification. CIARP (2) Rodrigo Nava, J. Víctor Marcos, Boris Escalante-Ramírez, Gabriel Cristóbal, Laurent U. Perrinet, Raúl San José Estépar
2013	J	`jnl`	Optical flow estimation in cardiac CT images using the steered Hermite transform. Signal Process. Image Commun. Ernesto Moya-Albor, Boris Escalante-Ramírez, Enrique Vallejo
2013	—	`conf`	Recognition of arm activities based on Hidden Markov Models for natural interaction with service robots. ICAR Jose I. Figueroa-Angulo, Jesus Savage-Carmona, Ernesto Bribiesca-Correa, Boris Escalante-Ramírez, Ronald S. Leder, Luis Enrique Sucar
2012	J	`jnl`	Odometry-Based Viterbi Localization with Artificial Neural Networks and Laser Range Finders for Mobile Robots. J. Intell. Robotic Syst. Adalberto Llarena, Jesus Savage, Ángel Fernando Kuri Morales, Boris Escalante-Ramírez
2012	C	`conf`	Texture Image Retrieval Based on Log-Gabor Features. CIARP Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal
2011	C	`conf`	A comparison study of Gabor and log-Gabor wavelets for texture segmentation. ISPA Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal
2011	—	`conf`	Classification of Low Level Visual Texture Features Based on the Hermite Transform. SITIS Alfonso Estudillo-Romero, Boris Escalante-Ramírez
2011	—	`conf`	Image Fusion Algorithm Using the Multiresolution Directional-Oriented Hermite Transform. MCPR Sonia Cruz-Techica, Boris Escalante-Ramírez
2011	J	`jnl`	Invariant texture analysis through Local Binary Patterns CoRR Rodrigo Nava, Gabriel Cristóbal, Boris Escalante-Ramírez
2011	J	`jnl`	Rotation-invariant texture features from the steered Hermite transform. Pattern Recognit. Lett. Alfonso Estudillo-Romero, Boris Escalante-Ramírez
2009	C	`conf`	Advances in Rotation-Invariant Texture Analysis. CIARP Alfonso Estudillo-Romero, Boris Escalante-Ramírez
2008	C	`conf`	The Hermite Transform: An Alternative Image Representation Model for Iris Recognition. CIARP Alfonso Estudillo-Romero, Boris Escalante-Ramírez
2008	J	`jnl`	The Hermite transform as an efficient model for local image analysis: An application to medical image fusion. Comput. Electr. Eng. Boris Escalante-Ramírez
2006	J	`jnl`	The multiscale Hermite transform for local orientation analysis. IEEE Trans. Image Process. José Luis Silván-Cárdenas, Boris Escalante-Ramírez
2005	J	`jnl`	Advanced modeling of visual information processing: A multi-resolution directional-oriented image transform based on Gaussian derivatives. Signal Process. Image Commun. Boris Escalante-Ramírez, José Luis Silván-Cárdenas
2003	—	`conf`	Image fusion with the Hermite transform. ICIP (2) Boris Escalante-Ramírez, Alejandra López-Caloca
2003	C	`conf`	SAR-image classification with a directional-oriented discrete Hermite transform and Markov random fields. IGARSS Boris Escalante-Ramírez, Penélope López-Quiroz, José Luis Silván-Cárdenas
2000	B	`conf`	Optic-Flow Information Extraction with Directional Gaussian-Derivatives. ICPR José Luis Silván-Cárdenas, Boris Escalante-Ramírez
1999	Misc	`conf`	AMOVIP: Advanced Modeling of Visual Information Processing. ICIAP Matthias S. Keil, Gabriel Cristóbal, J. M. Hans du Buf, Boris Escalante-Ramírez, Luiz Pessoa
1996	—	`conf`	Performance-oriented analysis and evaluation of modern adaptive speckle reduction techniques in SAR images. Visual Information Processing Boris Escalante-Ramírez, Jorge Lira-Chavez
1995	J	`jnl`	Multidimensional Characterization of the Perceptual Quality of Noise-Reduced Computed Tomography Images. J. Vis. Commun. Image Represent. Boris Escalante-Ramírez, Jean-Bernard Martens, Huib de Ridder
1993	C	`conf`	Technique for image interpolation using polynomial transforms. VCIP Boris Escalante-Ramírez, Jean-Bernard Martens
1992	J	`jnl`	Noise reduction in computerized tomography images by means of polynomial transforms. J. Vis. Commun. Image Represent. Boris Escalante-Ramírez, Jean-Bernard Martens