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Unconstrained face recognition: Approaches to face normalisation

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Date and Time

Location

Location

CVSSP Seminar Room (35 BA 00)

University of Surrey

Guildford

Guildford

United Kingdom

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Event description

Description

FACER2VM Brainstorming Workshop


Although this event is completely free, we request everyone to register in advance to arrange for lunch and coffee/tea.


Programme

10.00 Registration, coffee
10.30 Introduction

Session 1 (Day 1): Context

11.00 Conventional and deep learning frontalised-face recognition engines (Ho Chan)
11.20 Invariant facial feature extraction and matching (Zhenhua Feng)
12.00 Working group activities
13.00 Lunch

Session 2 (Day 1): Model based face normalisation

14.00 3D model based face frontalisation: Average shape model (Patrik Huber)
14.20 3DMM based 2D face normalisation: Affine camera and spherical harmonics illumination model (Will Smith)
14.40 3DMM based 2D face normalisation: Perspective camera and Phong illumination model (Josef Kittler)
15.00 MRF model based 2D face normalisation (Shervin Rahimzadeh Arashloo)
15.30 Coffee
16.00 Working group activities

Session 3 (Day 2): End-to-end deep learning based methods

9.30 CNN (Ho Chan)
10.00 Spatial transformer networks (Fei Yan)
10.30 Deep learning pose face normalisation (Muhammad Rana)
11.00 Coffee
11.30 Working group activities
13.00 Lunch

Session 4 (Day 2): Video processing

14.00 3D face reconstruction from video (Stefanos Zafeiriou)
14.30 3D model fitting to video (Patrik Huber)
15.00 Unified video analysis (Tae-Kyun Kim)
15.30 Deep learning approaches to face recognition from video (Muhammad Rana)
15.50 Coffee
16.10 Working group activities
17.40 Summary and close


Date and Time

Location

CVSSP Seminar Room (35 BA 00)

University of Surrey

Guildford

Guildford

United Kingdom

View Map

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