Facial Micro-Expressions Grand Challenge 2018 Summary


Yap, Moi Hoon and See, John and Hong, Xiaopeng and Wang, Su Jing (2018) Facial Micro-Expressions Grand Challenge 2018 Summary. In: 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), 15-19 May 2018, Xi'an, China.

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This paper summarises the Facial MicroExpression Grand Challenge (MEGC 2018) held in conjunction with the 13th IEEE Conference on Automatic Face and Gesture Recognition (FG) 2018. In this workshop, we aim to stimulate new ideas and techniques for facial micro-expression analysis by proposing a new cross-database challenge. Two state-ofthe-art datasets, CASME II and SAMM, are used to validate the performance of existing and new algorithms. Also, the challenge advocates the recognition of micro-expressions based on AU-centric objective classes rather than emotional classes. We present a summary and analysis of the baseline results using LBP-TOP, HOOF and 3DHOG, together with results from the challenge submissions

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Machine learning
Subjects: Q Science > Q Science (General) > Q300-390 Cybernetics
Divisions: Faculty of Computing and Informatics (FCI)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 29 Mar 2021 17:19
Last Modified: 29 Mar 2021 17:19
URII: http://shdl.mmu.edu.my/id/eprint/7553


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