Spontaneous Facial Micro Expression Recognition using 3D Spatio-Temporal Convolutional Neural Networks

Use the below links to download our weights and validation sets

CASME-SQUARE

SMIC

Results

Method	Proposed Year	Method Type	CAS(ME)^2	SMIC
LBP-TOP	2013	HCM	-	42.72%
STCLQP	2016	HCM	-	64.02%
CNN with Augumentation	2017	DLM	78.02%	-
3D-FCNN	2018	DLM	-	55.49%
MicroExpSTCNN	Proposed	DLM	87.80%	68.75%
Intermediate MicroExpFuseNet	Proposed	DLM	83.25%	54.77%
Late MicroExpFuseNet	Proposed	DLM	79.31%	64.82%

Our paper has been accepted to IJCNN 2019

arxiv link : https://arxiv.org/abs/1904.01390

Note :

Install Keras using 'pip install Keras==2.0.0'