Ms. Julia Diaz-Escobar Profile

Julia Diaz-Escobar

Doctoral Candidate

SPIE Involvement:

Author

Publications (10)

Proceedings Article | 6 September 2019 Paper

Paper

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

Julia Diaz-Escobar, Vitaly Kober

Proc. SPIE. 11137, Applications of Digital Image Processing XLII

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

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Proceedings Article | 17 September 2018 Presentation + Paper

Presentation + Paper

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

Julia Diaz-Escobar, Vitaly Kober

Proc. SPIE. 10752, Applications of Digital Image Processing XLI

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

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Proceedings Article | 17 September 2018 Paper

Paper

Reducing number of points for ICP algorithm based on geometrical properties

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

Proc. SPIE. 10752, Applications of Digital Image Processing XLI

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

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Proceedings Article | 17 September 2018 Paper

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

Proc. SPIE. 10752, Applications of Digital Image Processing XLI

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

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Proceedings Article | 17 September 2018 Paper

Paper

An algorithm of face recognition based on generative adversarial networks

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

Proc. SPIE. 10752, Applications of Digital Image Processing XLI

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

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Proceedings Article | 17 September 2018 Paper

Paper

A regularization algorithm for registration of deformable surfaces

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

Proc. SPIE. 10752, Applications of Digital Image Processing XLI

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

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Proceedings Article | 19 September 2017 Paper

Paper

Text detection in natural scenes with phase congruency approach

Julia Diaz-Escobar, Vitaly Kober

Proc. SPIE. 10396, Applications of Digital Image Processing XL

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

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Proceedings Article | 27 September 2016 Paper

Paper

A robust HOG-based descriptor for pattern recognition

Julia Diaz-Escobar, Vitaly Kober

Proc. SPIE. 9971, Applications of Digital Image Processing XXXIX

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

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Proceedings Article | 22 September 2015 Paper

Paper

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

Julia Diaz-Escobar, Vitaly Kober

Proc. SPIE. 9599, Applications of Digital Image Processing XXXVIII

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

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Proceedings Article | 23 September 2014 Paper

Paper

Nonlinear filtering for character recognition in low quality document images

Julia Diaz-Escobar, Vitaly Kober

Proc. SPIE. 9217, Applications of Digital Image Processing XXXVII

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

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Showing 5 of 10 publications

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