Mr. Konstantin Dorofeev Profile

Konstantin Dorofeev

at Chelyabinsk State Univ

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Publications (7)

Proceedings Article | 21 August 2020 Poster + Paper

Classification of breast abnormalities in digital mammography with a deep convolutional neural network

Alexey Ruchay, Konstantin Dorofeev, Vitaly Kober

Proc. SPIE. 11510, Applications of Digital Image Processing XLIII

KEYWORDS: Breast, Convolutional neural networks, Data modeling, Image segmentation, Pathology, X-rays, Image analysis, Mammography, Image classification

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Proceedings Article | 21 August 2020 Poster + Paper

Real-time dense 3D object reconstruction using RGB-D sensor

Alexey Ruchay, Konstantin Dorofeev, Vsevolod Kalschikov

Proc. SPIE. 11510, Applications of Digital Image Processing XLIII

KEYWORDS: 3D image reconstruction, Cameras, Sensors, Clouds, 3D modeling, Image registration, Reconstruction algorithms, 3D image processing, RGB color model

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Proceedings Article | 21 August 2020 Poster + Paper

Design of autonomous mobile systems for face recognition based on a DCNN with compression and pruning

Konstantin Dorofeev, Alexey Ruchay

Proc. SPIE. 11510, Applications of Digital Image Processing XLIII

KEYWORDS: Facial recognition systems, Convolutional neural networks, Detection and tracking algorithms, 3D modeling, Quantization, Neural networks, Performance modeling, Evolutionary algorithms, Neurons

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Proceedings Article | 6 September 2019 Paper

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

Konstantin Dorofeev, Alexey Ruchay, Anastasia Kober, Vitaly Kober

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

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

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Proceedings Article | 17 September 2018 Paper

An efficient detection of local features in depth maps

Alexey Ruchay, Konstantin Dorofeev, Anastasia Kober

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

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

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Proceedings Article | 17 September 2018 Paper

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

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

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

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

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Proceedings Article | 17 September 2018 Paper

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

Alexey Ruchay, Konstantin Dorofeev, Anastasia Kober

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

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

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Showing 5 of 7 publications

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