Identity-Aware Convolutional Neural Network for Facial Expression Recognition

• Published in: 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) pp. 558 - 565
• Main Authors: Zibo Meng, Ping Liu, Jie Cai, Shizhong Han, Yan Tong
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2017
• Subjects: Face recognition; Feature extraction; Image recognition; Measurement; Spatiotemporal phenomena; Training

Facial expression recognition suffers under realworldconditions, especially on unseen subjects due to highinter-subject variations. To alleviate variations introduced bypersonal attributes and achieve better facial expression recognitionperformance, a novel identity-aware convolutional neuralnetwork...