Computer Vision

Real-world Attack on MTCNN Face Detection System

Two versions of a real-world adversarial attack (cheek’s patches and medicine mask) for a very efficient MTCNN face detector.

Edgar Kaziakhmedov, Klim Kireev, Grigorii Melnikov, Mikhail Pautov, Aleksandr Petiushko Александр Петюшко

Real-world Attack on MTCNN Face Detection System

Adversarial Machine Learning

Light introduction for students about the research problem of Adversarial ML.

Oct 12, 2019 12:00 AM Lomonosov MSU, Science Festival

Aleksandr Petiushko Александр Петюшко

Adversarial Machine Learning

Hackathon Metric Learning for facial descriptors

Hackathon with the main goal to improve the FaceID by utilizing the metric learning methods.

Aleksandr Petiushko Александр Петюшко, Stepan Komkov

Hackathon Metric Learning for facial descriptors

Metric Learning for facial descriptors

Problem of metric learning applied to face recognition.

Jul 4, 2019 12:00 AM Summer School on AI

Aleksandr Petiushko Александр Петюшко, Stepan Komkov

Metric Learning for facial descriptors

Deep Learning methods for Computer Vision (updated)

Overview of advances in Computer Vision obtained by Deep Learning methods.

Apr 16, 2019 12:00 AM Lomonosov MSU, Career Day

Aleksandr Petiushko Александр Петюшко

Deep Learning methods for Computer Vision (updated)

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

Deep Learning methods for Computer Vision

Neural Nets recent success and introduction to FaceID

Overview of advances in Neural Nests, Deep Learning, and Introduction to FaceID.

Mar 20, 2018 12:00 AM Lomonosov MSU, MM Faculty Lecture

Aleksandr Petiushko Александр Петюшко

Neural Nets recent success and introduction to FaceID

Neural Nets recent success

Overview of advances in Neural Nests and Deep Learning.

Mar 17, 2017 12:00 AM Lomonosov MSU, MM Faculty Lecture

Aleksandr Petiushko Александр Петюшко

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

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

Methods and apparatus for merging depth images generated using distinct depth imaging techniques