TY - GEN
T1 - Frequency domain adaptive iterative image restoration and evaluation of the regularization parameter
AU - Kang, Moon G.
AU - Katsaggelos, Aggelos K.
PY - 1992
Y1 - 1992
N2 - In this paper a nonlinear frequency domain adaptive regularized iterative image restoration algorithm is proposed, according to which the regularization parameter is frequency dependent and is updated at each iteration step. The development of the algorithm is based on a set theoretical regularization approach, where bounds on the error residual and the stabilizing functional are updated in the frequency domain at each iteration step. Sufficient conditions for the convergence of the algorithm are derived and experimental results are shown.
AB - In this paper a nonlinear frequency domain adaptive regularized iterative image restoration algorithm is proposed, according to which the regularization parameter is frequency dependent and is updated at each iteration step. The development of the algorithm is based on a set theoretical regularization approach, where bounds on the error residual and the stabilizing functional are updated in the frequency domain at each iteration step. Sufficient conditions for the convergence of the algorithm are derived and experimental results are shown.
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M3 - Conference contribution
AN - SCOPUS:0026972435
SN - 0819410187
T3 - Proceedings of SPIE - The International Society for Optical Engineering
SP - 1414
EP - 1424
BT - Proceedings of SPIE - The International Society for Optical Engineering
PB - Publ by Int Soc for Optical Engineering
T2 - Visual Communications and Image Processing '92
Y2 - 18 November 1992 through 20 November 1992
ER -