Gaussian distribution-based facial expression feature extraction network

•Features of neutral expression are proposed to served as facial attribute representations.•Facial attributes are modeled as a set of sampled Gaussian distributions in feature space.•The whole network is a plug-and-play module, with competitive performance both in stand-alone using and strategies fusions.