Face Detection | Dr.Alex

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.

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.

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.

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.

Neural Nets recent success and introduction to FaceID

Tue, 20 Mar 2018 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

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.