Denoising Low-Rank Discrimination based Least Squares Regression for image classification

-dragging technique is introduced to enlarge the distance between different classes to enhance discrimination, and -norm constraint is also introduced to avoid overfitting. The experiments on a variety of image databases demonstrate that the proposed method is superior to other state-of-the-art methods.