Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition

no code implementations • CVPR 2015 • Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan

Comprehensive experiments on WebFace, Morph II and MultiPIE databases well validate the effectiveness of the proposed kernel adaptation method and tree-structured convolutional architecture for facial traits recognition tasks, including identity, age and gender classification.

Age And Gender Classification Gender Classification +1

Towards Multi-view and Partially-Occluded Face Alignment

no code implementations • CVPR 2014 • Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan

During each training stage, the SRD model learns a relational dictionary to capture consistent relationships between face appearance and shape, which are respectively modeled by the pose-indexed image features and the shape displacements for current estimated landmarks.

Face Alignment