Dr. Anastasia Kober Profile

Dr. Anastasia Kober

at Federal Research Ctr of Biological Systems

SPIE Involvement:

Author

Publications (9)

Proceedings Article | 4 October 2023 Poster + Paper

Poster + Paper

Breast abnormalities classification using deep learning feature extraction

Vladislav Pryadka, Andrei Krendal, Jose Gonzalez-Fraga, Vitaly Kober, Anastasia Kober

Proceedings Volume 12674, 126741M (2023) https://doi.org/10.1117/12.2677167

KEYWORDS: Pathology, Mammography, Feature extraction, Image segmentation, Deep learning, Education and training, Breast, Classification systems, Cancer detection, Breast cancer

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Proceedings Article | 4 October 2023 Poster + Paper

Poster + Paper

Hopping discrete cosine transform

Vitaly Kober, Jose Gonzalez-Fraga, Anastasia Kober

Proceedings Volume 12674, 126741K (2023) https://doi.org/10.1117/12.2677172

KEYWORDS: Windows, Signal processing, Algorithm development, Algorithm testing, Data processing, Picosecond phenomena, Time-frequency analysis, Radar signal processing, Computer simulations, Algorithms

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Proceedings Article | 6 September 2019 Paper

Paper

3D face recognition using depth filtering and deep convolutional neural network

Konstantin Dorofeev, Alexey Ruchay, Anastasia Kober, Vitaly Kober

Proceedings Volume 11137, 111371Y (2019) https://doi.org/10.1117/12.2527541

KEYWORDS: Detection and tracking algorithms, Facial recognition systems, Reconstruction algorithms, 3D modeling, Denoising, Digital filtering, Convolutional neural networks, Clouds, Evolutionary algorithms, Image filtering

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Proceedings Article | 17 September 2018 Paper

Paper

Removal of impulsive noise from color images with cascade switching algorithm

Alexey Ruchay, Anastasia Kober, Vladimir Kolpakov, Tatyana Makovetskaya

Proceedings Volume 10752, 1075224 (2018) https://doi.org/10.1117/12.2319914

KEYWORDS: Switching, Single mode fibers, Image filtering, Digital filtering, Image restoration, Image quality, Detection and tracking algorithms, Iterated function systems, Denoising, Sensors

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Proceedings Article | 17 September 2018 Paper

Paper

3D object reconstruction using multiple Kinect sensors and initial estimation of sensor parameters

Alexey Ruchay, Konstantin Dorofeev, Anastasia Kober

Proceedings Volume 10752, 1075222 (2018) https://doi.org/10.1117/12.2319911

KEYWORDS: Calibration, 3D modeling, Sensors, Clouds, Reconstruction algorithms, Cameras, RGB color model, Detection and tracking algorithms, Biological research, Sensor calibration

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Proceedings Article | 17 September 2018 Paper

Paper

Development of methods for selecting features using deep learning techniques based on autoencoders

A. Vokhmintcev, A. Melnikov, M. Timchenko, A. Kozko, A. Makovetskii, A. Kober

Proceedings Volume 10752, 1075227 (2018) https://doi.org/10.1117/12.2320189

KEYWORDS: Visualization, Detection and tracking algorithms, Facial recognition systems, Image visualization, Computer programming, Convolutional neural networks

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Proceedings Article | 17 September 2018 Paper

Paper

Development of a method for constructing a 3D accurate map of the surrounding environment

A. Vokhmintsev, M. Timchenko, T. Botova, K. Mironov, A. Makovetskii, A. Kober

Proceedings Volume 10752, 107521X (2018) https://doi.org/10.1117/12.2320194

KEYWORDS: Clouds, Cameras, 3D modeling, Reconstruction algorithms, Sensors, 3D image processing

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Proceedings Article | 17 September 2018 Paper

Paper

An efficient detection of local features in depth maps

Alexey Ruchay, Konstantin Dorofeev, Anastasia Kober

Proceedings Volume 10752, 1075223 (2018) https://doi.org/10.1117/12.2319913

KEYWORDS: Detection and tracking algorithms, Reconstruction algorithms, 3D image processing, 3D modeling, Clouds, Sensors, RGB color model, Computer simulations, Volume rendering, Algorithms

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Proceedings Article | 17 September 2018 Paper

Paper

Accuracy analysis of 3D object shape recovery using depth filtering algorithms

Alexey Ruchay, Konstantin Dorofeev, Anastasia Kober, Vladimir Kolpakov, Vsevolod Kalschikov

Proceedings Volume 10752, 1075221 (2018) https://doi.org/10.1117/12.2319907

KEYWORDS: Denoising, Reconstruction algorithms, Digital filtering, Magnetorheological finishing, 3D modeling, Image filtering, Data modeling, Nonlinear filtering, RGB color model, Clouds

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Showing 5 of 9 publications

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