Nuclear norm based two-dimensional sparse principal component analysis

Yudong Chen, Zhihui Lai, Jiajun Wen, Can Gao

Abstract: Two-Dimensional Principal Component Analysis (2D-PCA) is one of the most simple and effective feature extraction methods in the field of pattern recognition. However, the traditional 2D-PCA lacks r...