Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features

no code implementations • 31 Jan 2019 • Rafal Pilarczyk, Xin Chang, Wladyslaw Skarbek

For geometric features, the success rate (accuracy) indicate nearly triple increase of performance of CNN with respect to SVM classifiers.

On Intra-Class Variance for Deep Learning of Classifiers

no code implementations • 31 Jan 2019 • Rafal Pilarczyk, Wladyslaw Skarbek

A novel technique for deep learning of image classifiers is presented.