s+="<p> where <b>H</b> is the PSF and <b>I</b> is the identity operator. ";
s+="This regularization tends to reduce high frequencies noisy and in the same time ";
s+="it tends to blur the image. It is controlled by the regularization factor λ. ";
s+="</p>";
s+="<p>TRIF or TR is very fast. It is non-iterative algorithm. </p>";
s+="<p>This formulation can also be interpreted as a maximum a posteriori model.";
s+="The regularization introduces prior information about the signal to guide the estimation.</p>";
s+="<p>Reference: A. Tikhonov, Solution of incorrectly formulated problems and the regularization method, Soviet Mathematics Dokl., vol. 5, 1963.</p>";