Artículos de Conferencias

Artículos en Conferencia en 2023


Meta-Learning for hyperparameters tuning in CNNs for Chest Images. Jesús García Ramírez, Rodrigo Ramos Díaz, Jimena Olveres, and Boris Escalante Ramírez. The 18th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2023), Salamanca Spain, 5th-7th September 2023
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Artículos en Conferencia en 2022


3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification. Haydee O. Hernández, Paul Hernández-Herrera, Fernando Montoya, Jimena Olveres, Hermes Bloomfield-Gadelha, Alberto Darszon, Boris Escalante-Ramírez and Gabriel Corkidi. 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Scottish Event Campus, Glasgow, UK, July 11-15, 2022. DOI: 10.1109/EMBC48229.2022.9871419
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COVID-19 detection from lung ultrasound images. Melisa Mateu, Jimena Olveres Montiel, Boris Escalante-Ramírez, Proc. SPIE 12138, Optics, Photonics and Digital Technologies for Imaging Applications VII, 121380C (17 May 2022); doi: 10.1117/12.2621962. Strasbourg, France.
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Sargassum detection and path estimation using neural networks. José A. Lopez Portillo, Iván G. Casasola, Boris Escalante-Ramírez, Jimena Olveres, Jaime Arriaga, Christian Appendini, Proc. SPIE 12138, Optics, Photonics and Digital Technologies for Imaging Applications VII, 1213804 (17 May 2022); doi: 10.1117/12.2621537. Strasbourg, France.
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Neuron segmentation in epifluorescence microscopy imaging with deep learning. Fernando González, Boris Escalante-Ramírez, Jimena Olveres Montiel, José Bargas Díaz, Miguel Serrano. Proc. SPIE 12138, Optics, Photonics and Digital Technologies for Imaging Applications VII, 1213805 (17 May 2022); doi: 10.1117/12.2621413. Strasbourg, France.
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Artículos en Conferencia en 2021


Evolution of conditional-GANs for the synthesis of chest x-ray images. Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Fernando Arámbula Cosío, Boris Escalante-Ramírez, and Jimena Olveres Montiel. Proceedings of the SPIE, Volume 12088, id. 120880B 10 pp. (2021). DOI: 10.1117/12.2606272
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Artículos en Conferencia en 2020


Deep learning approach for cerebellum localization in prenatal ultrasound images. Rodrigo Ramos, Jimena Olveres, Boris Escalante-Ramírez, Fernando Arámbula Cosío. Proc. SPIE 11353, Optics, Photonics and Digital Technologies for Imaging Applications VI, 1135322 (1 April 2020), France; doi: 10.1117/12.2556818.
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Hermite transform-based superpixel for texture image segmentation. Vivian Triana-Galeano, Germán González, Jimena Olveres, Boris EscalanteRamírez, Proc. SPIE 11353, Optics, Photonics and Digital Technologies for Imaging Applications VI, 1135323 (1 April 2020); doi: 10.1117/12.2556927.
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Active Contours for Multi-Region Segmentation with a Convolutional Neural Network Initialization. Erik Carbajal-Degante, Steve Avenda, Leonardo Ledesma, Jimena Olveres, and Boris Escalante-Ramírez. Posgrado en Ciencia e Ingeniería de la Computación, Facultad de Ciencias, Departamento de Procesamiento de Señales, Facultad de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, México .
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Artículos en Conferencia en 2019


Hermite Convolutional Networks. Ledesma, L., Olveres, J., Escalante-Ramírez, B. (2019). SpringerLink, Springer, Cham, 22 Oct. 2019, pp. 398-407, doi:10.1007/978-3-030-33904-3_37.

Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization. Fabian Torres, Boris Escalante-Ramirez, Jimena Olveres, and Ping-Lang Yen. Centro Virtual de Computación, Universidad Nacional Autónoma de México, Departamento de Procesamiento de Señales, Facultad de Ingeniería, Department of Bio-Industrial Mechatronics Engineering, National Taiwan University, Taipei, Taiwan.
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Skin Lesion Detection in Dermatological Images using Deep Learning. Jose Carlos Moreno-Tagle, Jimena Olveres, Boris Escalante-Ramirez. Artificial Intelligence for Science, Industry and Society, AISIS2019, October 21-25, 2019, Universidad Nacional Autónoma de México, Mexico City, México.
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Shape model and Hermite features for the segmentation of the cerebellum in fetal ultrasound. Misael Reyes López, Fernando Arámbula Cosío, Boris Escalante-Ramírez, Jimena Olveres, Proc. SPIE 10975, 14th International Symposium on Medical Information Processing and Analysis, 1097514 (21 December 2018); doi: 10.1117/12.2511411 Event: 14th International Symposium on Medical Information Processing and Analysis, 2018, Mazatlán, Mexico.
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Artículos en Conferencia en 2018


A local multiscale variational approach for left ventricle analysis in cardiac images. Leiner Barba-J., Boris Escalante-Ramírez, and Enrique Vallejo Venegas Proc. SPIE 10975, 14th International Symposium on Medical Information Processing and Analysis. (Eduardo Romero; Natasha Lepore; Jorge Brieva, eds.), 1097518 (21 December 2018); doi: 10.1117/12.2511591; https://doi.org/10.1117/12.2511591.

Classification of Abdominal ECG Recordings for the Identification of Fetal Risk Using Random Forest and Optimal Feature Selection. Fabian Torres, Boris Escalante-Ramírez, Jorge Perez-Gonzales, Román Anselmo Mora-Gutierrez, Antonin Ponsich, Scarlet Prieto Rodriguez, Lisbeth Camargo Marin, Mario Guzmán Huerta. Proc. SPIE 10975, 14th International Symposium on Medical Information Processing and Analysis. (Eduardo Romero; Natasha Lepore; Jorge Brieva, eds.), 1097514 (21 Diciembre 2018), doi: 10.1117/12.2511562.

Shape model and Hermite features for the segmentation of the cerebellum in fetal ultrasound. Misael Reyes Lópeza, Fernando Arámbula Cosío, Boris Escalante-Ramírez, Jimena Olveres. Proc. SPIE 10975, 14th International Symposium on Medical Information Processing and Analysis. (Eduardo Romero; Natasha Lepore; Jorge Brieva, eds.), 1097513 (21 Diciembre 2018), doi: 10.1117/12.2511411.

Segmentation and motion estimation applied to fetal heart analysis using a multi-texture active appearance model and an optical flow approach. Lorena Vargas-Quintero, Ernesto Moya, Boris Escalante-Ramírez, Lisbeth Camargo Marín, Mario Guzmán Huerta, Jorge Brieva. Proc. SPIE 10975, 14th International Symposium on Medical Information Processing and Analysis. (Eduardo Romero; Natasha Lepore; Jorge Brieva, eds.), 1097513 (21 Diciembre 2018), doi: 10.1117/12.2512142.

A multiphase active contour model based on the Hermite transform for texture segmentation. Erik Carbajal-Degante, Boris Escalante-Ramírez, Jimena Olveres. Proc. SPIE 10679, Optics, Photonics and Digital Technologies for Imaging Applications V, (Peter Schelkens; Touradj Ebrahimi; Gabriel Cristóbal; Frédéric Truchetet; Pasi Saarikko, Eds.), 106791H (24 May 2018) doi: 10.1117/12.2306541.

Towards a Representation of Enterprise Architecture based on Zachman Framework through OMG Standards. Miguel Ehécatl Morales-Trujillo, Boris Escalante-Ramírez, Pilar Ángeles, Hanna Oktaba and Guadalupe Ibargüengoitia-González. International Conference on Software Engineering and Knowledge Engineering (SEKE’18), ISBN: 1-891706-44-6, pp.: 225-229. San Francisco, CA, USA (2018), doi: 10.18293/SEKE2018-001.

Artículos en Conferencia en 2017


3D optical flow estimation in cardiac CT image using the Hermite transform Ernesto Moya-Albor; Carlos Mira; Jorge Brieva; Boris Escalante-Ramírez; Enrique Vallejo Venegas; 3D optical flow estimation in cardiac CT images using the Hermite transform. Proc. SPIE 10160, 12th International Symposium on Medical Information Processing and Analysis, 1016010 (January 27, 2017); doi:10.1117/12.2256777.
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Segmentation of the nuchal fold in fetal ultrasound images. Gustavo Velásquez ; Fernando Arámbula Cosío ; Verónica Medina ; Boris Escalante ; Lisbeth Camargo and Mario Guzmán, Proc. SPIE 10160, 12th International Symposium on Medical Information Processing and Analysis, (E. Romero; N. Lepore; J. Brieva; I. Larrabide, eds.), 1016007 (January 27, 2017); doi:10.1117/12.2256920; http://dx.doi.org/10.1117/12.2256920.

An unsupervised approach for automatic discovery of metadata in document images. Carlos Morales-Solares, Gerardo Sierra, Boris Escalante-Ramírez. Proc. 2016 Fifteenth Mexican International Conference on Artificial Intelligence MICAI 2016., DOI: 10.1109/MICAI-2016.2016.00009.

Artículos en Conferencia en 2016


Characterization of Hematologic Malignancies based on Discrete Orthogonal Moments Nava, R., González, G., Kybic, J., & Escalante-Ramírez, B. (2016, December). Characterization of hematologic malignancies based on discrete orthogonal moments. In Image Processing Theory Tools and Applications (IPTA), 2016 6th International Conference on (pp. 1-6). IEEE.
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3D Optical Flow Estimation in Cardiac CT Images using the Hermite transform Ernesto Moya-Albor, Carlos Mira, Jorge Brieva, Boris Escalante-Ramírez and Enrique Vallejo Venegas.
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Segmentation of the nuchal fold in fetal ultrasound images Gustavo Velásquez, Fernando Arámbula Cosio, Verónica Medina, Boris Escalante, Lisbeth Camargo and Mario Guzmán.
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Texel-based Image Classification with Orthogonal Bases Erik Carbajal-Degante, Rodrigo Nava, Jimena Olveres, Boris Escalante-Ramírez and Jan Kybic.
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An active contour framework based on the Hermite transform for shape segmentation of cardiac MR images Leiner Barba-J, Boris Escalante-Ramírez.
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Shape extraction in fetal ultrasound images using a Hermite – based filtering approach and a Point Distribution Model Lorena Vargas-Quintero, Boris Escalante-Ramírez, Lisbeth Camargo Marin, Mario Guzmán Huerta, Fernando Arámbula Cosio and Héctor Borboa.
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Left ventricle Hermite-based segmentation Left ventricle Hermite-based segmentation. Jimena Olveres, Rodrigo Nava, Boris Escalante-Ramírez, Enrique Vallejo, Jan Kybic. Computers in Biology and Medicine, Volume 87, 1 August 2017, Pages 236-249, ISSN 0010-4825, https://doi.org/10.1016/j.compbiomed.2017.05.025.
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Artículos en Conferencia en 2015


A level set approach for Left Ventricle detection in CT images using shape segmentation and optical flow Jorge Brieva, Ernesto Moya-Albor and Boris Escalante-Ramírez.
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Feature ensemble for quantitative analysis of emphysema in CT imaging Rodrigo Nava, Jimena Olveres, Jan Kybic, Boris Escalante and Gabriel Cristóbal. The 5th IEEE International Conference on E-Health and Bioengineering – EHB 2015.
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Classification of tumor epithelium and stroma in colorectal cancer based on discrete Tchebichef moments Nava, R., González, G., Kybic, J., & Escalante-Ramírez, B. (2015, October). Classification of tumor epithelium and stroma in colorectal cancer based on discrete Tchebichef moments. In Workshop on Clinical Image-Based Procedures (pp. 79-87). Springer, Cham.
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Automatic segmentation of the fetal cerebellum using spherical harmonics and gray level profiles Gustavo Velásquez-Rodriguez, Fernando Arámbula Cosio and Boris Escalante Ramírez. 11th International Symposium on Medical Information processing and Analysis, edited by Eduardo Romero, Natasha Lepore, Juan D. García Arteaga and Jorge Brieva.
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Motion magnification using the Hermite transform Jorge Brieva, Ernesto Moya-Albor, Sandra L. Gomez Coronel, Boris Escalante-Ramírez, Hiram Ponce and Juan I. Mora Esquivel.
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Watermarked cardiac CT image segmentation using deformable models and the Hermite transform Sandra L Gomez Coronel, Ernesto Moya Albor, Boris Escalante Ramírez and Jorge Brieva.
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Artículos en Conferencia en 2014


A level set approach for Left Ventricle detection in CT images using shape segmentation and optical flow Jorge Brieva, Ernesto Moya-Albor and Boris Escalante-Ramírez.
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Watermarked cardiac CT image segmentation using deformable models and the Hermite transform Sandra L. Gomez Coronel, Ernesto Moya Albor, Boris Escalante Ramírez and Jorge Brieva.
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Texture descriptor approaches to level set segmentation in medical images Texture Descriptor Approaches to Level Set Segmentation in Medical Images, SPIE Photonics Europe 2014, Jimena Olveres, Rodrigo Nava, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jorge Brieva, Gabriel Cristobal, Enrique Vallejo. In: Proc. SPIE Europe, Vol. 9138, 525 pp. Bruselas Bélgica, 2014
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Knee cartilage segmentation using active shape models and local binary patterns González, G., & Escalante-Ramírez, B. (2014, May). Knee cartilage segmentation using active shape models and local binary patterns. In Optics, Photonics, and Digital Technologies for Multimedia Applications III (Vol. 9138).
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Overcomplete image representations for texture analysis Rodrigo Nava
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Artículos en Conferencia en 2013


Recognition of arm activities based on hidden markov models for natural interaction with service robots Jose I. Figueroa-Angulo, Jesus Savage-Carmona, Ernesto Bribiesca-Correa, Boris Escalante, Ronald S. Leder and Luis E. Sucar. 2013 16th International Conference on Advanced Robotics (ICAR).
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A probabilistic model of emphysema based on granulometry analysis J.V. Marcos, R. Nava, G. Cristobal, A. Munoz-Barrutia, B. Escalante-Ramírez and C. Ortíz de Solórzano.
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Filtering and left ventricle segmentation of the fetal heart in ultrasound images Lorena Vargas-Quintero and Boris Escalante-Ramírez.
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Comparative study of variational and level set approaches for shape extraction in cardiac CT images Leiner Barba-J, Boris Escalante-Ramírez and Enrique Vallejo.
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Knee cartilage segmentation using active shape models and contrast enhancement from magnetic resonance images González, G., & Escalante-Ramírez, B. (2013, November). Knee cartilage segmentation using active shape models and contrast enhancement from magnetic resonance images. In IX International Seminar on Medical Information Processing and Analysis (pp. 892213-892213). International Society for Optics and Photonics.
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Segmentation of knee cartilage by using a hierarchical active shape model based on multi-resolution transforms in magnetic resonance images Madeleine León and Boris Escalante-Ramírez,
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Optical flow estimation of the heart’s short axis view using a perceptual approach Ernesto Moya Albor, Boris Escalante Ramírez and Enrique Vallejo.
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Motion estimation and segmentation un CT cardiac images using the Hermite transform and active shape models Boris Escalante-Ramírez, Ernesto Moya-Albor, Leiner Barba-J, Fernando Arambula Cosio and Enrique Vallejo.
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Midbrain volume segmentation using active shape models and LBPs Midbrain Volume Segmentation Using Active Shape Models and LBP’s, SPIE-Optics+Photonics, Jimena Olveres, Rodrigro Nava, Boris Escalante-Ramírez, Gabriel Cristobal, Carla María García-Moreno. In: Proc. SPIE Europe, Vol. 8856, San Diego CA, Estados Unidos, 2013
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Advances in texture analysis for emphysema classification Rodrigo Nava, J. Victor Marcos, Boris Escalante Ramírez, Gabriel Cristóbal, Laurent U. Perrinet and Raúl San José Estépar.
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Artículos en Conferencia en 2012


Segmentation of time series of cardiac computed tomography for evaluation of the heart mechanical function Leiner Barba-J, Jimena Olveres, Boris Escalante-Ramírez, Fernando Arámbula and Enrique Vallejo.
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A comprehensive study of texture analysis based on local binary patterns Rodrigo Nava, Gabriel Cristóbal and Boris Escalante-Ramírez.
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Texture analysis based on the Hermite transform for image classification and segmentation Alfonso Estudillo Romero, Boris Escalante-Ramírez and Jesus Savage-Carmona.
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Segmentation of 4D cardiac computed tomography images using active shape models Segmentation of 4D Cardiac Computed Tomograpy Images using Active Shape Models, Optics, Photonics, and Digital Technologies for Multimedia Applications II, Leiner Barba Boris Escalante-Ramírez, Fernando Arámbula, Jimena Olveres, Enrique Vallejo. In Proc. SPIE 8436, Optics, Photonics, and Digital Technologies for Multimedia Applications II, Bélgica, 2012.
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Filtering and detection of low contrast structures on ultrasound images Lorena Vargas-Quintero, Boris Escalante-Ramírez and Fernando Arámbula.
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Texture image retrieval based on a Log-Gabor features Rodrigo Nava, Boris Escalante-Ramírez and Gabriel Cristóbal.
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Artículos en Conferencia en 2011


A comparison study of Gabor and Log-Gabor Wavelets for texture segmentation Rodrigo Nava, Boris Escalante-Ramírez and Gabriel Cristóbal.
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Classification of low level visual texture features based on the Hermite transform Alfonso Estudillo Romero and Boris Escalante Ramírez.
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Evaluation of autofocus measures for microscopy images of biopsy and cytology R. Redondo, M. G. Bueno, J. C. Valdiviezo, R. Nava, G. Cristóbal, M. García, O. Déniz, B. Escalante-Ramírez.
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Artículos en Conferencia en 2010


Laboratory assignments to teach the basics of programmable logic applied to mobile robots Jesus Savage, Francisco Dorantes, Alejandra Sanchez, Ruben Anaya, Norma Chavez, Rodrigo Savage, Boris Escalante and Marco Morales.
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Medical image fusion in 3D by the multiresolution directional-oriented Hermite transform Sonia Cruz-Techica, Boris Escalante-Ramírez and Ernesto Moya Albor.
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Blind quality assessment of multi-focus image fusion algorithms Rodrigo Nava, Boris Escalante Ramírez and Gabriel Cristóbal.
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Artículos en Conferencia en 2009


Rural road extraction from SPOT images based on a Hermite transform pansharpening fusion algorithm Boris Escalante Ramírez and Alejandra A. López Caloca.
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Advances in rotation-invariant texture analysis Alfonso Estudillo Romero and Boris Escalante Ramírez.
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Nintendo Wii Remote como un subsistema inalámbrico para adquisición digital de datos de señales fisiológicas relevantes en la terapia física Nintendo WII remote and Nunchuck as a wireless data subsystem for digital acquisition of analog physiologic data relevant to motor rehabilitation after stroke Negrete, M.A. ; Matamoros, M. ; Olveres, J. ; Leder, R.S. 2009 Pan American Health Care Exchanges – PAHCE. Conference, Workshops, and Exhibits, Page: 130 – 131, IEEE Catalog Number: CFP0918G, March 16 – 20, 2009, Mexico City, Mexico, 2009
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Artículos en Conferencia en 2008


Image watermarking in the Hermite transform domain with resistance to geometric distortions Nadie Baaziz, Boris Escalante Ramírez and Oscar Romero Hernández.
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Isometric vs Thermoneutral hemodiafiltration evaluation by indirect calorimetry Miguel Cadena, Humberto Medel, Fausto Rodriguez, Pedro Flores, Alfonso Mariscal, Martha Franco, Héctor Pérez-Grovas and Boris Escalante.
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Multi-sensor image fusion with the steered Hermite Transform Boris Escalante-Ramírez and Alejandra A. López Caloca.
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The hermite transform: an alternative image representation model for iris recognition Alfonso Estudillo-Romero and Boris Escalante-Ramírez.
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Lake Chapala change detection using time series Alejandra López Caloca, Felipe Omar Tapia Silva and Boris Escalante Ramírez.
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Sistema automático para la adquisición y análisis de imágenes de micobacterias R. Nava, G. Cristobal, E. Gil, B. Escalante-Ramírez, M. Desco.
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A novel multi-focus image fusion algorithm based on feature extraction and wavelets Rodrigo Nava, Boris Escalante Ramírez and Gabriel Cristóbal.
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Artículos en Conferencia en 2007


Fusión de imágenes multi-focales mediante wavelets y extracción de características. R. Nava Velasco, B. Escalante Ramírez, G. Cristóbal Pérez. XXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica.Cartagena, España, noviembre 2007, pp.16-20.

Método de evaluación de la calidad de imágenes médicas y su aplicación a la reconstrucción PET. G. Cristóbal, S. Gabarda, E. Gil. R. Nava, B. Escalante .XXV Congreso Anual de la Sociedad española de Ingeniería Biomédica. Cartagena, España, noviembre 2007, pp. 116-119.

Metabolic variabilityanalysisusinga mixing chamber-breathby breathbased indirect calorimeterandthe clino-ortho maneuver. M. Cadena, O. Infante, B. Escalante, E. Sacristan, F.J. Rodriguez, L.H. Medel, J. Azpiroz. 29th AnnualInternational Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC, 2007, pp. 4652-4655.

Metabolic variability: ¿noise or newphysiological information? M. Cadena, J.F. Rodriguez, L.H. Medel, O. Infante and B. Escalante. IV Congreso Latinoamericano de Ingeniería Biomédica (C. Mueller-Karger, S. Wong, A. La Cruz, Eds.)CLAIB 2007, IFMBE Proceedings 18, Springer-Verlag,2007, pp. 1191-1195.

Characterization of land coverby multi-temporalbiophysical variablesin fused images. Alejandra A. López-Caloca, Franz Mora, Boris Escalante-Ramírez, Anabell Miranda-Moctezuma. Remote Sensing and Modeling of Ecosystems for Sustainability IV (Wei Gao, Susan L. Ustin, Eds.), Proc.of SPIE, vol. 6679, 2007, 667904, 10 p.

Non-reference image fusion evaluation procedure based on mutual information and a generalized entropy measure. Rodrigo Nava, Gabriel Cristóbaland Boris Escalante-Ramírez.Bioengineered and Bioinspired Systems III, (Paolo Arena, Ángel Rodríguez-Vázquez, Gustavo Liñán-Cembrano, Eds.), Proceedings SPIE, vol. 6592, 2007, 659215, 9p.

Artículos en Conferencia en 2006


A Simple Model Implementation to Measure Breath by Breath the VO2 and VCO2 by the Indirect Calorimetry Technique. M. Cadena, E. Sacristan, O. Infante, F. Rodriguez, B. Escalante, P. Pérez, J. Azpiroz. Proceedings of the 28th Annual Conference of the IEEE Engineering in Medicine and Biology Society, 2006, pp. 5084-5087.

Generación de variables biofísicas con diferentes métodos de fusión de imágenes. Alejandra A. López-Caloca, Franz Mora,Boris Escalante-Ramírez. XII Simposio Internacional en Percepción Remota y Sistemas de Información Geográfica, SELPER, 2006.

The multiscale hermite transform for local orientation analysis José L. Silván-Cárdenas and Boris Escalante-Ramírez.
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Remote sensing image fusion with a multiresolution directional-oriented image transform based on Gaussian derivates. B. Escalante-Ramírez, A. López-Caloca.5th. International Workshop on Information Optics WIO 2006 (G. Cristobal, B. Javidi, S. Vallmitjana, Eds.), Proceedings of the American Institute of Physics, 2006, pp. 178-187.

Artículos en Conferencia en 1998


Intelligent Expressive Avatars Jimena Olveres, Mark Billinghurst, Jesus Savage, Alistair Holden. In proceedings of the first workshop on Embodied Conversational Characters (WECC ’98). October 12-15, 1998, Lake Tahoe, California.
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