Artículos de Conferencias

Artículos de Conferencia en 2025


Air Pollution, Socioeconomic Status, and Avoidable Hospitalizations in Mexico City: A Multifaceted Analysis, MICAI 2024 International Workshops. MICAI 2024, México (2025-10-21 - 2025-10-25), Lecture Notes in Computer Science, vol 15465. Springer, publication date 2025-06-30. Carlos Minutti Martínez, Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Miguel F. Mata-Rivera, Magali Arellano-Vazquez
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Beyond Splines: Legendre and Shmaliy Polynomial-KANs for Robust Image Recognition, Computer Analysis of Images and Patterns: 21st International Conference, CAIP 2025, España (2025-09-22 - 2025-09-25), Computer Analysis of Images and Patterns, CAIP (2025), Springer, publication date 2025-09-22. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, José Carlos Moreno Tagle,
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Deep Learning Approach for Aortic Valve Localization, Detection and Segmentation in Computed Tomography Volumes, 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS), España (2025-06-18 - 2025-06-20), IEE, publication date 2025-07-04. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Rubén Omar Azuara-Domínguez, Enrique Vallejo
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Forging Pathways: Quantum Computing Initiatives in Mexico, IEEE International Conference on Quantum Computing and Engineering (QCE), Canadá (2024-09-15 - 2024-09-20), IEEE, publication date 2025-01-10. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Claudia Zendejas-Morales, Alberto Maldonado-Romo, Isabel Pedraza, Javier Maldonado-Romo, Jesús Yaljá Montiel-Pérez
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Artículos de Conferencia en 2024


Enhancing interpretability and bias control in deep learning models for medical image analysis using generative AI, Optics, Photonics, and Digital Technologies for Imaging Applications VIII, Francia (2024-04-07 - 2024-04-12), SPIE. Proceedings Volume 12998, publication date 2024-06-18. Dr. Boris Escalante Ramírez, Dr. Carlos Minutti Martínez, Dra. Jimena Olveres Montiel,
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Minimal FCN for image segmentation, Optics, Photonics, and Digital Technologies for Imaging Applications VIII, Francia (2024-04-07 - 2024-04-12), SPIE Photonics Europe, Proceedings Volume 12998, Optics, Photonics, and Digital Technologies for Imaging Applications VIII, publication date 2024-06-18. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Rodrigo Ramos Díaz,
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Neural style transfer in tiny sets of ultrasound images for data augmentation, Optics, Photonics, and Digital Technologies for Imaging Applications VIII, Francia (2024-04-07 - 2024-04-12), Proceedings Volume 12998, Optics, Photonics, and Digital Technologies for Imaging Applications VIII; 1299805 , publication date 2024-06-18. Alan Mauricio Camargo Hernández, Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel,
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Synthetic versus real: exploring the impact of synthetic data on medical image classification, Optics, Photonics, and Digital Technologies for Imaging Applications VIII, Francia (2024-04-07 - 2024-04-12), SPIE. Proceedings Volume 12998, publication date 2024-06-18. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, José Carlos Moreno Tagle,
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Artículos de Conferencia en 2023


Meta-Learning for hyperparameters tuning in CNNs for Chest Images, International Conference on Hybrid Artificial Intelligence Systems, HAIS 2023, España (2023-09-05 - 2023-09-07), Springer Nature Switzerland, publication date 2023-08-29. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Rodrigo Ramos Díaz, García-Ramírez J.
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Artículos de Conferencia en 2022


3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification , 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society , Reino Unido (2022-07-11 - 2022-07-15), IEEE, publication date 2022-09-08. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Haydee Olinca Hernández Aviña, Paul Hernández-Herrera, Fernando Montoya, Hermes Bloomfield-Gadelha, Alberto Darszon, Gabriel Corkidi
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COVID-19 detection from lung ultrasound images, SPIE PHOTONICS EUROPE, Canadá (2022-08-21 - 2022-08-25), SPIE. Proceedings Volume 12138, publication date 2022-05-17. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Melisa Mateu Villa,
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Sargassum detection and path estimation using neural networks, Optics, Photonics and Digital Technologies for Imaging Applications VII, Francia (2022-04-03 - 2022-05-23), SPIE. Proceedings Volume 12138, publication date 2022-05-17. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Ivan Gamaliel Casasola Rodríguez, José Antonio López Portillo, Jaime Arriaga, Christian Appendini,
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Artículos de Conferencia en 2021


Evolution of conditional-GANs for the synthesis of chest x-ray images, Seventeenth International Symposium on Medical Information Processing and Analysis, Brasil (2021-11-17 - 2021-11-19), SPIE. Proceedings Volume 12088, publication date 2021-12-10. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Juan Antonio Rodríguez-de-la-Cruz, Héctor Gabriel Acosta-Mesa, Efrén Mezura-Montes, Fernando Arámbula Cosío
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Full multi resolution active shape model for left ventricle segmentation, 17th international symposium on medical information processing and analysis, Proceedings Volume 12088, Brasil (2021-11-17 - 2021-11-19), SPIE. Proceedings Volume 12088, publication date 2021-12-10. Dr. Boris Escalante Ramírez, Dr. Fabián Torres Robles, Dra. Jimena Olveres Montiel, Eduardo Galicia ,
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Artículos de Conferencia en 2020


Active contours for multi-region segmentation with a convolutional neural network initialization, SPIE PHOTONICS EUROPE, Francia (2020-04-06 - 2020-04-10), Photonics and Digital Technologies for Imaging Applications VI 1135307, publication date 2020-04-01. Dr. Boris Escalante Ramírez, Dr. Eric Yidell Carbajal Degante, Dra. Jimena Olveres Montiel, Steve A. Avendaño García, Leonardo Ledesma
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Deep learning approach for cerebellum localization in prenatal ultrasound images, SPIE PHOTONICS EUROPE, Francia (2020-04-06 - 2020-04-10), Proceedings Volume 11353, Optics, Photonics and Digital Technologies for Imaging Applications VI; 1135322, publication date 2020-04-01. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Rodrigo Ramos Díaz, Fernando Arámbula Cosío
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Hermite transform-based superpixel for texture image segmentation, SPIE PHOTONICS EUROPE, Francia (2020-04-06 - 2020-04-10), SPIE. Proceedings Volume 11353, publication date 2020-04-01. Dr. Boris Escalante Ramírez, Dr. Germán Abraham González Sánchez, Dra. Jimena Olveres Montiel, Vivian Paola Triana Galeano,
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Artículos de Conferencia en 2019


Hermite Convolutional Networks, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (CIARP 2019) , Cuba (2019-10-28 - 2019-10-31), Publisher NameSpringer, Cham, publication date 2019-10-22. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Leonardo Ledesma
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Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization, Pattern Recognition and Image Analysis: 9th Iberian Conference, IbPRIA 2019, España (2019-07-01 - 2019-07-04), Springer Nature Switzerland AG, publication date 2019-07-01. Dr. Boris Escalante Ramírez, Dr. Fabián Torres Robles, Dra. Jimena Olveres Montiel, Ping-Lang Yen
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Artículos de Conferencia en 2018


A local multiscale variational approach for left ventricle analysis in cardiac images, 14th International Symposium on Medical Information Processing and Analysis, México (2018-10-24 - 2018-10-26), spie. Proceedings Volume 10975, publication date 2018-12-21. Dr. Boris Escalante Ramírez, Leiner Barba Jiménez, Enrique Vallejo Venegas
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A multiphase active contour model based on the Hermite transform for texture segmentation, SPIE PHOTONICS EUROPE, Francia (2018-04-22 - 2018-04-26), SPIE. Proceedings Volume 10679, publication date 2018-05-24. Dr. Boris Escalante Ramírez, Dr. Eric Yidell Carbajal Degante, Dra. Jimena Olveres Montiel,
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An Unsupervised Approach for Automatic Discovery of Metadata in Document Images, Fifteenth Mexican International Conference on Artificial Intelligence (MICAI), México (2016-10-23 - 2016-10-26), IEEE, publication date 2018-12-27. Dr. Boris Escalante Ramírez, Carlos Morales-Solares, Gerardo Sierra
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Classification of abdominal ECG recordings for the identification of fetal risk using random forest and optimal feature selection, 14th International Symposium on Medical Information Processing and Analysis, México (2018-10-24 - 2018-10-26), SPIE. Proceedings Volume 10975, publication date 2018-12-21. Dr. Boris Escalante Ramírez, Dr. Fabián Torres Robles, Jorge Perez-Gonzales, Román Anselmo Mora-Gutierrrez, Antonin Ponsich, Scarlet Prieto Rodriguez, Lisbeth Camargo Marin, Mario Guzmán Huerta
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Segmentation and motion estimation applied to fetal heart analysis using a multi-texture active appearance model and an optical flow approach, 14th International Symposium on Medical Information Processing and Analysis, México (2018-10-24 - 2018-10-26), SPIE. Proceedings Volume 10975, publication date 2018-12-21. Dr. Boris Escalante Ramírez, Ernesto Moya , Lorena Paola Vargas Quintero, Lisbeth Camargo Marín, Mario Guzmán Huerta, Jorge Brieva
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Shape model and Hermite features for the segmentation of the cerebellum in fetal ultrasound, 14th International Symposium on Medical Information Processing and Analysis, SPEI, México (2018-10-24 - 2017-10-26), SPIE. Proceedings Volume 10975, publication date 2018-12-21. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Misael Reyes López, Fernando Arámbula Cosío
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Towards a Representation of Enterprise Architecture based on Zachman Framework through OMG Standards, International Conference on Software Engineering and Knowledge Engineering, México (2018-10-25 - 2018-10-26), Knowledge Systems Institute Graduate School, publication date 2018-01-01. Dr. Boris Escalante Ramírez, Miguel Ehécatl Morales-Trujillo, Pilar Ángeles, Hanna Oktaba, Guadalupe Ibargüengoitia-González
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Artículos de Conferencia en 2016


An active contour framework based on the Hermite transform for shape segmentation of cardiac MR images, SPIE PHOTONICS EUROPE, Bélgica (2016-04-03 - 2016-04-07), Proceedings Volume 9896, Optics, Photonics and Digital Technologies for Imaging Applications IV, publication date 2016-01-01. Dr. Boris Escalante Ramírez, Leiner Barba Jiménez,
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Feature ensemble for quantitative analysis of emphysema in CT imaging, 2015 E-Health and Bioengineering Conference (EHB), Rumanía (2015-11-19 - 2015-11-21), IEEE, publication date 2016-01-28. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Rodrigo Nava, Gabriel Cristóbal
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Shape extraction in fetal ultrasound images using a Hermite – based filtering approach and a Point Distribution Model, Optics, Photonics and Digital Technologies for Imaging Applications IV, Francia (2016-04-03 - 2016-04-07), SPIE. Proceedings Volume 9896, Optics, publication date 2016-04-29. Dr. Boris Escalante Ramírez, Lorena Paola Vargas Quintero, Lisbeth Camargo Marín, Mario Guzmán Huerta, Fernando Arámbula Cosio, Héctor Borboa
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Texel-based image classification with orthogonal bases, Optics, Photonics and Digital Technologies for Imaging Applications IV, Bélgica (2016-04-03 - 2016-04-07), SPIE. Proceedings Volume 9896, publication date 2016-04-29. Dr. Boris Escalante Ramírez, Dr. Eric Yidell Carbajal Degante, Dra. Jimena Olveres Montiel, Jan Kybic
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Artículos de Conferencia en 2015


A level set approach for left ventricle detection in CT images using shape segmentation and optical flow, 10th International Symposium on Medical Information Processing and Analysis, Colombia (2014-10-14 - 2014-10-16), SPIE Proceedings Volume 9287, publication date 2015-01-28. Dr. Boris Escalante Ramírez, Ernesto Moya , Jorge Brieva
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Automatic segmentation of the fetal cerebellum using spherical harmonics and gray level profiles, 11th International Symposium on Medical Information Processing and Analysis, Ecuador (2015-11-17 - 2015-11-19), Proceedings Volume 9681, publication date 2015-05-15. Dr. Boris Escalante Ramírez, Gustavo Velásquez-Rodríguez, Fernando Arámbula Cosío
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Watermarked cardiac CT image segmentation using deformable models and the Hermite transform, 10th International Symposium on Medical Information Processing and Analysis, Colombia (2014-10-14 - 2014-10-16), SPIE. Proceedings Volume 9287, publication date 2015-01-28. Dr. Boris Escalante Ramírez, Ernesto Moya , Sandra L. Gomez-Coronel, Jorge Brieva
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Artículos de Conferencia en 2014


Recognition of arm activities based on Hidden Markov Models for natural interaction with service robots, 2013 16th International Conference on Advanced Robotics (ICAR), Uruguay (2013-11-25 - 2013-11-29), IEEE, publication date 2014-03-13. Dr. Boris Escalante Ramírez, Jose I. Figueroa-Angulo; Jesus Savage-Carmona; Ernesto Bribiesca-Correa; Ronald S. Leder; Luis E. Sucar
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Artículos de Conferencia en 2013


A probabilistic model of emphysema based on granulometry analysis, IX International Seminar on Medical Information Processing and Analysis, México (2013-11-11 - 2013-11-14), SPIE. Proceedings Volume 8922, publication date 2013-11-19. Dr. Boris Escalante Ramírez, J. V. Marcos, R. Nava, G. Cristobal, A. Munoz-Barrutia, C. Ortiz-de-Solórzano
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Advances in Texture Analysis for Emphysema Classification, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Cuba (2013-11-20 - 2013-11-23), Advances in Texture Analysis for Emphysema Classification. CIARP 2013. Lecture Notes in Computer Science, vol 8259. Springer, publication date 2013-10-01. Dr. Boris Escalante Ramírez, Rodrigo Nava, J. Victor Marcos, Gabriel Cristóbal, Laurent U. Perrinet, Raúl San José Estépar
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Comparative study of variational and level set approaches for shape extraction in cardiac CT images; , IX International Seminar on Medical Information Processing and Analysis, México (2013-11-11 - 2013-11-14), SPIE. Proceedings Volume 8922, publication date 2013-11-19. Dr. Boris Escalante Ramírez, Leiner Barba Jiménez, Enrique Vallejo
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Knee cartilage segmentation using active shape models and contrast enhancement from magnetic resonance images, IX International Seminar on Medical Information Processing and Analysis, México (2013-11-11 - 2013-11-14), SPIE. Proceedings Volume 8922, publication date 2013-11-19. Dr. Boris Escalante Ramírez, Dr. Germán Abraham González Sánchez,
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Midbrain volume segmentation using active shape models and LBPs, SPIE Optical Engineering + Applications, Estados Unidos (2013-08-24 - 2013-08-28), SPIE. Proceedings Volume 8856, publication date 2013-09-26. Dr. Boris Escalante Ramírez, Dra. Jimena Olveres Montiel, Rodrigo Nava, Gabriel Cristóbal, Carla María García-Moreno
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Motion estimation and segmentation in CT cardiac images using the Hermite transform and active shape models, Applications of Digital Image Processing XXXVI, Estados Unidos (2013-08-25 - 2013-08-29), SPIE. Proceedings Volume 8856, publication date 2013-09-26. Dr. Boris Escalante Ramírez, Ernesto Moya , Leiner Barba Jiménez, Fernando Arambula Cosio, Enrique Vallejo
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Optical flow estimation of the heart's short axis view using a perceptual approach, IX International Seminar on Medical Information Processing and Analysis, 2013, Mexico City, Mexico, México (2013-11-11 - 2013-11-14), SPIE. Proceedings Volume 8922, publication date 2013-11-19. Dr. Boris Escalante Ramírez, Ernesto Moya , Enrique Vallejo
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Segmentation of knee cartilage by using a hierarchical active shape model based on multi-resolution transforms in magnetic resonance images, IX International Seminar on Medical Information Processing and Analysis, México (2013-11-11 - 2013-11-14), SPIE. Proceedings Volume 8922, publication date 2013-11-19. Dr. Boris Escalante Ramírez, Madeleine León
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Artículos de Conferencia en 2012


Texture Image Retrieval Based on Log-Gabor Features, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (CIARP 2012) , Argentina (2012-09-03 - 2012-09-06), Springer, Berlin, Heidelberg, publication date 2012-08-14. Dr. Boris Escalante Ramírez, Rodrigo Nava, Gabriel Cristóbal
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Artículos de Conferencia en 2011


Image Fusion Algorithm Using the Multiresolution Directional-Oriented Hermite Transform, Pattern Recognition (MCPR 2011) , México (2011-06-29 - 2011-07-02), Springer, Berlin, Heidelberg, publication date 2011-06-16. Dr. Boris Escalante Ramírez, Sonia Cruz ,
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Artículos de Conferencia en 2009


Advances in Rotation-Invariant Texture Analysis, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, México (2009-10-26 - 2009-11-18), Springer, Berlin, Heidelberg, publication date 2009-11-16. Alfonso Estudillo Romero, Dr. Boris Escalante Ramírez,
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Artículos de Conferencia en 2008


The Hermite Transform: An Alternative Image Representation Model for Iris Recognition, Pattern Recognition, Image Analysis and Applications, Cuba (2008-09-09 - 2008-09-12), Springer, Berlin, Heidelberg, publication date 2008-08-26. Alfonso Estudillo Romero, Dr. Boris Escalante Ramírez,
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Artículos de Conferencia en 2006


Image fusion with the multiscale Hermite transform, SPIE Optics + Photonics, Estados Unidos (2006-08-13 - 2006-08-17), SPIE. Proceedings Volume 6312, publication date 2006-08-24. Alejandra Aurelia López Caloca, Dr. Boris Escalante Ramírez,
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