Structured optimal graph based sparse feature extraction for semi-supervised learning

Zhonghua Liu, Zhihui Lai, Weihua Ou, Kaibing Zhang, Ruijuan Zheng

Abstract: Highlights•Sparse representation, discriminative projection and manifold learning are integrated into a unified model.•An adaptive graph is constructed for capturing local manifold information.•An iterative scheme is presented to solve the optimization problem.