Dr. Jimena Olveres Montiel Profile

Dr. Jimena Olveres Montiel

Profesor Titular at Univ Nacional Autónoma de México

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Publications (17)

Proceedings Article | 7 April 2024 Poster

3D medical image analysis with autoencoder-based feature extraction and shallow models

Hugo Didier Longines Tapía, Jesús García-Ramírez, Boris Escalante-Ramírez, Jimena Olveres

Proceedings Volume 12998, (2024) https://doi.org/10.1117/12.3016788

KEYWORDS: 3D modeling, Feature extraction, Medical imaging, 3D image processing, Education and training, Performance modeling, Neural networks, Medical image reconstruction, Image classification, Image analysis

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Proceedings Article | 7 April 2024 Poster

A deep (learning) dive into bacterial classification

Alberto Daniel Fuentes-Villegas, Haydee O. Hernández, Jimena Olveres, Boris Escalante-Ramírez

Proceedings Volume 12998, (2024) https://doi.org/10.1117/12.3017349

KEYWORDS: Bacteria, Deep learning, Neural networks, Pathology, Microscopy, Microbiology, Image processing, Image classification, Eye, Databases

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Proceedings Article | 7 April 2024 Poster

Data augmentation via video frame interpolation: an application to cardiac ultrasound videos

Lucas Cedric Cervantes-Beutelspacher, Boris Escalante-Ramírez, Jimena Olveres

Proceedings Volume 12998, (2024) https://doi.org/10.1117/12.3017618

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Proceedings Article | 17 May 2022 Presentation + Paper

COVID-19 detection from lung ultrasound images

Melisa Mateu, Jimena Olveres Montiel, Boris Escalante-Ramírez

Proceedings Volume 12138, 121380C (2022) https://doi.org/10.1117/12.2621962

KEYWORDS: Lung, Machine learning, Feature selection, Feature extraction, Principal component analysis, Ultrasonography, Image classification, Databases

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Proceedings Article | 17 May 2022 Presentation + Paper

Sargassum detection and path estimation using neural networks

José A. Lopez Portillo, Iván Casasola, Boris Escalante-Ramírez, Jimena Olveres, Jaime Arriaga, Christian Appendini

Proceedings Volume 12138, 1213804 (2022) https://doi.org/10.1117/12.2621537

KEYWORDS: Optical flow, Neural networks, Cameras, Image processing, Motion estimation, Data modeling, Earth Viewing Camera

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Proceedings Article | 17 May 2022 Presentation + Paper

Neuron segmentation in epifluorescence microscopy imaging with deep learning

Fernando González, Boris Escalante-Ramírez, Jimena Olveres Montiel, José Bargas Díaz, Miguel Serrano

Proceedings Volume 12138, 1213805 (2022) https://doi.org/10.1117/12.2621413

KEYWORDS: Neurons, Video, Image segmentation, Video acceleration, Microscopy, Luminescence, Data modeling, Action potentials, Calcium, Tissues

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Proceedings Article | 10 December 2021 Paper

Full multi resolution active shape model for left ventricle segmentation

Eduardo Galicia Gomez, Fabian Torres Robles, Boris Escalante Ramirez, Jimena Olveres, Fernando Arámbula Cosío

Proceedings Volume 12088, 120881C (2021) https://doi.org/10.1117/12.2606252

KEYWORDS: Image segmentation, Signal processing, Wavelets, Image resolution, Electronic filtering, Image processing, Statistical modeling, Shape analysis, Wavelet transforms, Ultrasonography

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Proceedings Article | 10 December 2021 Paper

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, Borís Escalante-Ramírez, Jimena Olveres Montiel

Proceedings Volume 12088, 120880B (2021) https://doi.org/10.1117/12.2606272

KEYWORDS: Biomedical optics and medical imaging, Chest imaging, Network architectures, Evolutionary algorithms, Particle swarm optimization

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Proceedings Article | 1 April 2020 Presentation + Paper

Active contours for multi-region segmentation with a convolutional neural network initialization

Erik Carbajal-Degante, Steve Avendaño, Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez

Proceedings Volume 11353, 1135307 (2020) https://doi.org/10.1117/12.2556928

KEYWORDS: Image segmentation, Convolutional neural networks, Computer programming, Image analysis, Data processing, Heart, Computed tomography

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Proceedings Article | 1 April 2020 Presentation + Paper

Deep learning approach for cerebellum localization in prenatal ultrasound images

Rodrigo Ramos, Jimena Olveres, Boris Escalante-Ramírez, Fernando Arámbula Cosío

Proceedings Volume 11353, 1135322 (2020) https://doi.org/10.1117/12.2556818

KEYWORDS: Cerebellum, Ultrasonography, Image segmentation, Fetus, Medical imaging, Brain, Binary data, Image processing, Neural networks, Feature extraction

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Proceedings Article | 1 April 2020 Presentation + Paper

Hermite transform-based superpixel for texture image segmentation

Vivian Triana-Galeano, Germán González, Jimena Olveres, Boris Escalante-Ramírez

Proceedings Volume 11353, 1135323 (2020) https://doi.org/10.1117/12.2556927

KEYWORDS: Image segmentation, Medical imaging, Distance measurement, Image processing

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Proceedings Article | 21 December 2018 Paper

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

Proceedings Volume 10975, 1097514 (2018) https://doi.org/10.1117/12.2511411

KEYWORDS: Image segmentation, Cerebellum, Fetus, Ultrasonography, Principal component analysis, Statistical modeling, Data modeling, Fluorescence correlation spectroscopy, Image processing, Neuroimaging

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Proceedings Article | 24 May 2018 Paper

A multiphase active contour model based on the Hermite transform for texture segmentation

Erik Carbajal-Degante, Jimena Olveres, Boris Escalante-Ramírez

Proceedings Volume 10679, 106791H (2018) https://doi.org/10.1117/12.2306541

KEYWORDS: Image segmentation, Visualization, Visual process modeling, Medical imaging, Mathematical modeling, Image analysis, Magnetic resonance imaging, Visual system, Statistical modeling, Gaussian filters

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Proceedings Article | 29 April 2016 Paper

Texel-based image classification with orthogonal bases

Erik Carbajal-Degante, Rodrigo Nava, Jimena Olveres, Boris Escalante-Ramírez, Jan Kybic

Proceedings Volume 9896, 98961K (2016) https://doi.org/10.1117/12.2228694

KEYWORDS: Image classification, Image classification, Image analysis, Windows, Visualization, Signal processing, Computer science, Image retrieval, Databases, Error analysis, Matrices, Statistical analysis, Fourier transforms, Model-based design, Statistical modeling

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Proceedings Article | 15 May 2014 Paper

Texture descriptor approaches to level set segmentation in medical images

Jimena Olveres, Rodrigo Nava, Ernesto Moya-Albor, Boris Escalante-Ramírez, Jorge Brieva, Gabriel Cristóbal, Enrique Vallejo

Proceedings Volume 9138, 91380J (2014) https://doi.org/10.1117/12.2054527

KEYWORDS: Image segmentation, Blood, Medical imaging, Image processing algorithms and systems, Binary data, Signal attenuation, Computed tomography, Heart, Medical diagnostics, Image understanding

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Proceedings Article | 26 September 2013 Paper

Midbrain volume segmentation using active shape models and LBPs

Jimena Olveres, Rodrigo Nava, Boris Escalante-Ramírez, Gabriel Cristóbal, Carla María García-Moreno

Proceedings Volume 8856, 88561F (2013) https://doi.org/10.1117/12.2024396

KEYWORDS: Image segmentation, Binary data, Magnetic resonance imaging, Statistical modeling, Statistical analysis, Visualization, Image processing algorithms and systems, Volume rendering, Distance measurement, Brain

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Proceedings Article | 2 May 2012 Paper

Segmentation of 4D cardiac computer tomography images using active shape models

Barba-J. Leiner, Jimena Olveres, Boris Escalante-Ramírez, Fernando Arámbula, Enrique Vallejo

Proceedings Volume 8436, 84361E (2012) https://doi.org/10.1117/12.922856

KEYWORDS: Image segmentation, 3D modeling, Computed tomography, Statistical modeling, Heart, 3D image processing, Data modeling, Statistical analysis, Medical imaging, Motion models

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Showing 5 of 17 publications

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