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Call for Papers

The Third Facial Micro-Expressions Grand Challenge (MEGC): New Learning Methods for Spotting and Recognition

Download Call for Papers (pdf version).

Micro-facial expressions (MEs) are involuntary movements of the face that occur spontaneously when a person experiences an emotion but attempts to suppress or repress the facial expression, most likely in a high-stakes environment. As such, the duration of MEs is very short with the general duration of not more than 500 milliseconds (ms), and is the telltale sign that distinguishes them from a normal facial expression. Computational analysis and automation of tasks on micro expressions is an emerging area in face research, with a strong interest appearing as recent as 2014. Only recently, the availability of a few spontaneously induced facial micro-expression datasets has provided the impetus to advance further from the computational aspect. There are two facial macro- and micro- expression databases which contain long videos: the CAS(ME)2 with 98 sequences at 30 fps and the SAMM Long Videos dataset with 147 sequences at 200 fps. While much research has been done on short videos, there has been not many attempts to spot micro-expressions on long videos. This workshop is organized with the aim of promoting interactions between researchers and scholars from within this niche area of research, and also those from broader, general areas of computer vision and psychology research.

This workshop has two main agendas:


  1. To organize the Third Grand Challenge for facial micro-expression research: spotting macro and micro expressions on long videos.
  2. To solicit original works that address a variety of challenges of ME research, but not limited to:
    • ME spotting/detection by using self-supervised learning
    • ME recognition by using self-supervised learning
    • ME feature representation and computational analysis
    • Unified ME spot-and-recognize schemes
    • Deep learning techniques for MEs spotting and recognition
    • MEs data analysis and synthesis
    • New datasets for MEs
    • Psychology of MEs

Submission

Important Dates

Submission deadline: 31 Jan 2020 10 Feb 2020 (final)

Notification: 14 Feb 2020

Camera-ready: 28 Feb 2020 05 Mar 2020 (final)

Submission

Submission website: https://cmt3.research.microsoft.com/MEGC2020

Workshop paper format should adhere to the paper submission guidelines for FG2020: https://fg2020.org/instructions-of-paper-submission-for-review/

Updated: Workshop camera-ready papers should adhere to the camera-ready guidelines for FG2020: https://fg2020.org/instructions-for-validation-and-submission-of-fg-2020-camera-ready-papers/.

Organisers


Team member 1

Su-Jing Wang

Chinese Academy of Sciences, China, wangsujing@psych.ac.cn

Team member 2

Moi Hoon Yap

Manchester Metropolitan University,UK, m.yap@mmu.ac.uk

Team member 3

John See

Multimedia University, Malaysia, johnsee@mmu.edu.my

Team member 4

Xiaopeng Hong

Xi’an Jiaotong University, hongxiaopeng@xjtu.edu.cn

Team member 5

Xiaobai Li

University of Oulu, Xiaobai.Li@oulu.fi

Program Chair:

Team member 5

Jingting Li

Student Volunteers:

Advisory Panel:

Xiaolan Fu,Chinese Academy of Sciences,China

Guoying Zhao,University of Oulu,Finland

Keynote Speaker

Dr. Rama Chellapa
Title: Expression recognition under occlusion and alignment-free conditions

Program schedule (Tentative)

Download Workshop Full Program.

Date and Time: 16th November 2020 (Monday) Morning session
Online
Opening from the Chairs
CAS(ME)2 and SAMM Long Video Micro-expressions datasets updates
Spotting Challenge
Invited Talk: Dr. Rama Chellapa
Break
Regular Papers
Awards: Winners announcement and Summary from the Chairs
Panel discussion and brainstorming for the next steps
Closing

Program Committee:

Ruiping Wang, Institute of Computing Technology, Chinese Academy of Sciences, China

Xiaobai Li, University of Oulu, Finland

Wen-Jing Yan, JD Digits, China

Hongying Meng, Brunel University, UK

Zhen Cui, Nanjing University of Science and Technology, China

Sze Teng Liong, Feng Chia University, Taiwan

Adrian Keith Davison, University of Manchester, UK

Daniel Leightley, King’s College London, UK

Walied Merghani, Sudan University of Science and Technology, Sudan

Choon-Ching Ng, PRDCSG, Singapore

Tong Chen, Southwest University, China

Review

The First International Micro-Expression Grand Challenge in 2018 (Xi 'An, China)

First meeting
Related website: http://www2.docm.mmu.ac.uk/STAFF/m.yap/FG2018Workshop.htm

The Second International Micro-Expression Grand Challenge in 2019 (Lille, France)

Second meeting
Related website: https://facial-micro-expressiongc.github.io/MEGC2019/