Super-resolution image reconstruction techniques: Trade-offs between the data-fidelity and regularization terms

• Main Authors: Panagiotopoulou, Antigoni, Anastassopoulos, Vassilis
• Other Authors: Παναγιωτοπούλου, Αντιγόνη
• Format: Journal (paper)
• Language: English
• Published: 2011
• Subjects: Super-resolution; Data-fidelity; Regularization; Noisy frames; Method selection

Stochastic regularized methods are quite advantageous in Super-Resolution (SR) image reconstruction problems. In the particular techniques the SR problem is formulated by means of two terms, the data-fidelity term and the regularization term. The present work examines the effect of each one of these...