Xiang-Jun Shen

Edge Structure Learning via Low Rank Residuals for Robust Image Classification

Traditional low-rank methods overlook residuals as corruptions, but we discovered that low-rank residuals actually keep image edges together with corrupt components. Therefore, filtering out such structural information could hamper the discriminative details in images, especially in heavy corruption…