Ms. Julia Diaz-Escobar Profile

Julia Diaz-Escobar

Doctoral Candidate

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Publications (11)

Proceedings Article | 3 October 2022 Poster + Paper

Breast cancer detection in digital mammography using phase features and machine learning approach

Julia Diaz-Escobar, Vitaly Kober, Arnoldo Díaz-Ramírez

Proceedings Volume 12227, 122270S (2022) https://doi.org/10.1117/12.2632184

KEYWORDS: Digital mammography, Breast cancer, Mammography, Tumor growth modeling, Machine learning, Breast, Tumors, Tissues, Neural networks, Data modeling

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Proceedings Article | 6 September 2019 Paper

Classification of breast abnormalities in digital mammography using phase-based features

Julia Diaz-Escobar, Vitaly Kober

Proceedings Volume 11137, 1113724 (2019) https://doi.org/10.1117/12.2528524

KEYWORDS: Image segmentation, Digital mammography, Breast cancer, Mammography, Feature extraction, CAD systems, Image analysis

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Proceedings Article | 17 September 2018 Paper

A regularization algorithm for registration of deformable surfaces

Sergei Voronin, Artyom Makovetskii, Aleksei Voronin, J. Diaz-Escobar

Proceedings Volume 10752, 107522S (2018) https://doi.org/10.1117/12.2321521

KEYWORDS: Clouds, Detection and tracking algorithms, Computer simulations, Algorithms, Mathematics, Computer science

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Proceedings Article | 17 September 2018 Paper

An algorithm for selecting face features using deep learning techniques based on autoencoders

Sergey Leonov, Alexander Vasilyev, Artyom Makovetskii, Vladislav Kuznetsov, J. Diaz-Escobar

Proceedings Volume 10752, 107522M (2018) https://doi.org/10.1117/12.2321068

KEYWORDS: Neural networks, Detection and tracking algorithms, Facial recognition systems, Artificial neural networks, Machine learning, Image restoration, Image processing, Convolution

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Proceedings Article | 17 September 2018 Paper

An algorithm of face recognition based on generative adversarial networks

Sergey Leonov, Alexander Vasilyev, Artyom Makovetskii, J. Diaz-Escobar

Proceedings Volume 10752, 107522L (2018) https://doi.org/10.1117/12.2321039

KEYWORDS: Facial recognition systems, Neural networks, Detection and tracking algorithms, Artificial neural networks, Algorithm development, Computer security, Mathematics, Network security

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Proceedings Article | 17 September 2018 Paper

Reducing number of points for ICP algorithm based on geometrical properties

Dmitrii Tihonkih, Aleksei Voronin, Artyom Makovetskii, J. Diaz-Escobar

Proceedings Volume 10752, 107522P (2018) https://doi.org/10.1117/12.2321282

KEYWORDS: Clouds, Visualization, Algorithms, Shape analysis, Algorithm development, 3D modeling, Mathematics, Computer science

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Proceedings Article | 17 September 2018 Presentation + Paper

Natural scene text detection and recognition with a three-stage local phase-based algorithm

Julia Diaz-Escobar, Vitaly Kober

Proceedings Volume 10752, 1075207 (2018) https://doi.org/10.1117/12.2320646

KEYWORDS: Image segmentation, Detection and tracking algorithms, Image processing algorithms and systems, Optical character recognition, Image classification, Computing systems, Distortion, Machine vision

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Proceedings Article | 19 September 2017 Paper

Text detection in natural scenes with phase congruency approach

Julia Diaz-Escobar, Vitaly Kober

Proceedings Volume 10396, 1039637 (2017) https://doi.org/10.1117/12.2275138

KEYWORDS: Optical character recognition, Signal detection, Mobile devices, Pattern recognition, Computational imaging

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Proceedings Article | 27 September 2016 Paper

A robust HOG-based descriptor for pattern recognition

Julia Diaz-Escobar, Vitaly Kober

Proceedings Volume 9971, 99712A (2016) https://doi.org/10.1117/12.2237963

KEYWORDS: Pattern recognition, Machine vision, Computer vision technology, Image processing, Computer simulations, Bandpass filters, Sensors, Neodymium, Visual process modeling, Digital image processing

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Proceedings Article | 22 September 2015 Paper

Optical character recognition of camera-captured images based on phase features

Julia Diaz-Escobar, Vitaly Kober

Proceedings Volume 9599, 959903 (2015) https://doi.org/10.1117/12.2188330

KEYWORDS: Optical character recognition, Cameras, Computer simulations, Image segmentation, Mobile devices, Augmented reality, Sensors, Signal analyzers, Imaging systems, Computing systems

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Proceedings Article | 23 September 2014 Paper

Nonlinear filtering for character recognition in low quality document images

Julia Diaz-Escobar, Vitaly Kober

Proceedings Volume 9217, 921706 (2014) https://doi.org/10.1117/12.2060148

KEYWORDS: Nonlinear filtering, Optical character recognition, Image filtering, Composites, Digital filtering, Computer simulations, Binary data, Detection and tracking algorithms, Image resolution, Mobile devices

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Showing 5 of 11 publications

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