Zibo Meng — accepted AI-conference papers

2018

Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition

Shizhong Han, Zibo Meng, Zhiyuan Li, James O'Reilly, Jie Cai, Xiaofeng Wang +1

CVPR 2018poster

Recognizing facial action units (AUs) during spontaneous facial displays is a challenging problem. Most recently, Convolutional Neural Networks (CNNs) have shown promise for facial AU recognition, where predefined and fixed convolution filter sizes are employed. In order to achieve the best performa…

Cited by 84 Source ↗PDF ↗Scholar ↗

2016

Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition

Shizhong Han, Zibo Meng, AHMED-SHEHAB KHAN, Yan Tong

NeurIPS 2016poster

Recognizing facial action units (AUs) from spontaneous facial expressions is still a challenging problem. Most recently, CNNs have shown promise on facial AU recognition. However, the learned CNNs are often overfitted and do not generalize well to unseen subjects due to limited AU-coded training ima…

Cited by 117 Source ↗PDF ↗Scholar ↗