Face Recognition | Dr.Alex

Quadric Hypersurface Intersection for Manifold Learning in Feature Space

Mon, 28 Mar 2022 00:00:00 +0000

Manifold Hypothesis in Data Analysis: Double Geometrically-Probabilistic Approach to Manifold Dimension Estimation

Thu, 01 Jul 2021 00:00:00 +0000

Darker than Black-Box: Face Reconstruction from Similarity Queries

Tue, 01 Jun 2021 00:00:00 +0000

CNN Adversarial Robustness in the Real World

Thu, 15 Apr 2021 00:00:00 +0000

I was invited to make a presentation at Lobachevsky University.

CNN Robustness research: Application to face detectors and face ID systems

Thu, 04 Feb 2021 00:00:00 +0000

I was invited to make a presentation at OpenTalks.AI about the advances in adversarial robustness for face detection and identification: SpeakerDeck presentation.

AdvHat: Real-World Adversarial Attack on ArcFace Face ID System

Sun, 03 Jan 2021 00:00:00 +0000

Mentioned in video.

CNN Robustness research. Application to face detectors and face ID systems

Tue, 01 Dec 2020 00:00:00 +0000

I made the presentation about the adversarial robustness theory and our publications in this area during the Huwei Workshop.

Black-Box Face Recovery from Identity Features

Fri, 28 Aug 2020 00:00:00 +0000

Application of Adversarial Machine Learning to Analyze the NN Robustness in the Real World

Fri, 26 Jun 2020 00:00:00 +0000

A presentation during Spice IT Computer Vision Online Meetup.

Adversarial Machine Learning in Real World

Fri, 29 May 2020 00:00:00 +0000

I was invited by Chebyshev Lab to make a presentation about the analysis of adversarial ML for real-world applications.

On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System

Fri, 25 Oct 2019 00:00:00 +0000

Real-world Attack on MTCNN Face Detection System

Fri, 25 Oct 2019 00:00:00 +0000

Adversarial Machine Learning

Sat, 12 Oct 2019 00:00:00 +0000

I was invited by 2019 Science Festival to make a presentation about the analysis of adversarial ML for real-world applications.

Hackathon Metric Learning for facial descriptors

Thu, 04 Jul 2019 00:00:00 +0000

I was invited by MIPT, RAAI, Summer School on Artificial Intelligence to create a hackathon and make a corresponding presentation.

Metric Learning for facial descriptors

Thu, 04 Jul 2019 00:00:00 +0000

I was invited by MIPT, RAAI, Summer School on Artificial Intelligence to create a hackathon and make a corresponding presentation.

Neural Nets recent success and introduction to FaceID

Tue, 20 Mar 2018 00:00:00 +0000

Three-Dimensional Region of Interest Tracking Based on Key Frame Matching

Tue, 10 May 2016 00:00:00 +0000

Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform

Thu, 01 Oct 2015 00:00:00 +0000

Feature Point Based Robust Three-Dimensional Rigid Body Registration

Thu, 14 Aug 2014 00:00:00 +0000

Head Tracking and Gaze Detection

Wed, 01 Aug 2012 00:00:00 +0000

Kinect 3D camera is used to track human gaze detection.

Done while working at LSI.

Head Registration

Tue, 01 May 2012 00:00:00 +0000

Marks on heads - 3D feature points. Black marks - feature points without correspondence. Blue marks (and dotted lines between them) - feature points with established correspondence.

Frameskip - 5 frames.

Done while working at LSI.

2D Head Pose Estimation

Wed, 01 Feb 2012 00:00:00 +0000

Due to the simple nature of the algorithm, head pose estimation works adequately only in XY plane.

Left pic - original film, right pic - human body only extracted from the previous one.

Red rectangle - head area, blue ellipse - head approximation, green line - head main direction in XY plane.

Done while working at LSI.