Dr. Baurzhan Muminov Profile

Dr. Baurzhan Muminov

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Publications (2)

Proceedings Article | 17 October 2023 Paper

Sequentially trained, shallow neural networks for real-time 3D odometry

Frank Rodriguez, Baurzhan Muminov, Luat Vuong

Proceedings Volume 12742, 127420X (2023) https://doi.org/10.1117/12.3005250

KEYWORDS: Cameras, Fourier transforms, 3D modeling, Data modeling, Video, 3D image processing, Gyroscopes, Machine learning, Optical flow

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Proceedings Article | 20 May 2020 Paper

Vortex Fourier encoding for small-brain classification of MNIST digits with no hidden layers

Baurzhan Muminov, Luat Vuong

Proceedings Volume 11388, 113880T (2020) https://doi.org/10.1117/12.2558983

KEYWORDS: Neural networks, Spiral phase plates, Image classification, Convolutional neural networks, Fourier transforms, Phase modulation, Optical vortices, Signal to noise ratio, Gaussian beams

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