Project(60972114) supported by the National Natural Science Foundation of China;Project(2012M512168) supported by China Postdoctoral Science Foundation
Motivated by local coordinate coding(LCC) theory in nonlinear manifold learning, a new image representation model called local sparse representation(LSR) for astronomical image denoising was proposed. Borrowing ideas ...