Face Recognition

On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System
Two versions of a real-world adversarial attack (nose patch and adversarial glasses) for a top FaceID system - Arcface.
Mikhail Pautov, Grigorii Melnikov, Edgar Kaziakhmedov, Klim Kireev, Aleksandr Petiushko Александр Петюшко
PDF Cite Source Document DOI arXiv
On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System
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
PDF Cite Code Source Document DOI arXiv Demo
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
Slides Video (In Russian) In Russian
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
Code Slides Video
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
Project Slides Video
Metric Learning for facial descriptors
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
Slides In Russian
Neural Nets recent success and introduction to FaceID
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
PDF Source Document
Three-Dimensional Region of Interest Tracking Based on Key Frame Matching
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
PDF Source Document
Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform
Feature Point Based Robust Three-Dimensional Rigid Body Registration
A method and system for registration of three-dimensional (3D) image frames is disclosed. The method includes receiving two point …
Dmitry Babin, Aleksandr Petiushko Александр Петюшко, Ivan Mazurenko, Alexander Kholodenko, Denis Parkhomenko
PDF Source Document
Feature Point Based Robust Three-Dimensional Rigid Body Registration
Head Tracking and Gaze Detection
Kinect 3D head tracking with head pose (gaze) detection.
Aug 1, 2012
YouTube
Head Tracking and Gaze Detection