Robust Principal Component Analysis via Discriminant Sample Weight Learning

Yingzhuo Deng, Ke Hu, Bo Li +1

Principal component analysis (PCA) is a classical feature extraction method, but it may be adversely affected by outliers, resulting in inaccurate learning of the projection matrix…