Mr. Erik Carbajal Degante Profile

Erik Carbajal Degante

Researcher

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Author

Area of Expertise:

Signal and image processing , Artificial intelligence , Computer vision , Bio-inspired models

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Personal Website

Publications (3)

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 | 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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