Machine Learning

Mathematics and Theory in Deep Learning with Aleksandr Petiushko
Fireside chat about the importance of Math and Theory for ML/DL roles.
Nov 9, 2022 12:00 AM DLS Podcasts
Aleksandr Petiushko Александр Петюшко
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Mathematics and Theory in Deep Learning with Aleksandr Petiushko
Interviews in Deep Learning research with Aleksandr Petiushko
Fireside chat about ML/DL interviews.
Sep 3, 2021 12:00 AM DLS Podcasts
Aleksandr Petiushko Александр Петюшко
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Interviews in Deep Learning research with Aleksandr Petiushko
Deep Learning methods for Computer Vision
Overview of advances in Computer Vision and presentation of new ML and Computer Vision courses.
Nov 23, 2018 12:00 AM Lomonosov MSU, ML Course Intro
Aleksandr Petiushko Александр Петюшко, Ilya Ivanov
Slides Video In Russian
Deep Learning methods for Computer Vision
Apparatus and method for data compression
A data compression apparatus for compressing a data stream, the data compression apparatus comprising a data splitter configured to …
Ivan Mazurenko, Denis Parkhomenko, Jinan Leng, Xuecang Zhang, Alexander Kholodenko, Aleksandr Petiushko Александр Петюшко
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Apparatus and method for data compression
Target image generation utilizing a functional based on functions of information from other images
An image processing system comprises an image processor configured to construct a designated functional based on a plurality of …
Dmitry Babin, Aleksandr Petiushko Александр Петюшко, Ivan Mazurenko, Alexander Kholodenko, Aleksey Letunovskiy
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Target image generation utilizing a functional based on functions of information from other images
Three-Dimensional Region of Interest Tracking Based on Key Frame Matching
A method and system for key frame based region of interest (ROI) tracking is disclosed. The method includes storing a key ROI set in a …
Ivan Mazurenko, Aleksandr Petiushko Александр Петюшко, Denis Parkhomenko, Alexander Kholodenko, Dmitry Babin
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Three-Dimensional Region of Interest Tracking Based on Key Frame Matching
Methods and apparatus for merging depth images generated using distinct depth imaging techniques
An approach to fuse multiple depth images taken from different sources and locations.
Aleksandr Petiushko Александр Петюшко, Denis Parfenov, Ivan Mazurenko, Alexander Kholodenko
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Methods and apparatus for merging depth images generated using distinct depth imaging techniques
Depth Image Generation Utilizing Pseudoframes Each Comprising Multiple Phase Images
In one embodiment, an image processor is configured to obtain phase images, and to group the phase images into pseudoframes with each …
Alexander Kholodenko, Barrett Brickner, Denis Zaytsev, Denis Parfenov, Aleksandr Petiushko Александр Петюшко
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Depth Image Generation Utilizing Pseudoframes Each Comprising Multiple Phase Images
Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform
An image processing system comprises an image processor having image processing circuitry and an associated memory. The image processor …
Aleksandr Petiushko Александр Петюшко, Denis Zaytsev, Pavel Aliseitchik, Denis Parkhomenko, Alexander Kholodenko
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Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform
Image Processor with Static Hand Pose Recognition Utilizing Contour Triangulation and Flattening
An image processing system comprises an image processor having image processing circuitry and an associated memory. The image processor …
Ivan Mazurenko, Alexander Kholodenko, Dmitry Babin, Aleksey Letunovskiy, Aleksandr Petiushko Александр Петюшко
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Image Processor with Static Hand Pose Recognition Utilizing Contour Triangulation and Flattening