5.3.14 Least Squares Applied to Restoration

Chapter Contents (Back)
Image Restoration. Least Squares.

Helstrom, C.W.,
Image Restoration by the Method of Least Squares,
JOSA(57), No. 3, March 1967, pp. 297-303. BibRef 6703

Hunt, B.R.,
The Application of Constrained Least Squares Estimation to Image Restoration by Digital Computer,
TC(22), No. 9, September 1973, pp. 805-812. BibRef 7309

Hou, H.S., and Andrews, H.C.,
Least Squares Image Restoration Using Spline Basis Functions,
TC(26), No. 9, September 1977, pp. 856-873. BibRef 7709

Panda, D.P., and Kak, A.C.,
Recursive Least Squares Smoothing of Noise in Images,
ASSP(25), 1977, pp. 520-524. BibRef 7700

Chanda, B., Chaudhuri, B.B., Dutta Majumder, D.,
Application of Least Square Estimation Technique for Image Restoration Using Signal-Noise Correlation Constraint,
SMC(14), 1984, pp. 515-519. BibRef 8400

Kumaresan, R., Shaw, A.K.,
An Exact Least Squares Fitting Technique for Two-Dimensional Frequency Wavenumber Estimation,
PIEEE(74), 1986, pp. 606-607. BibRef 8600

Bovik, A.C., Huang, T.S., Munson, Jr., D.C.,
Edge-Sensitive Image Restoration Using Order-Constrained Least Squares Methods,
ASSP(33), 1985, pp. 1253-1263. See also Generalization of Median Filtering Using Linear Combinations of Order Statistics, A. BibRef 8500

Roggemann, M.C., Tyler, D.W.,
Model-Based Image-Reconstruction by Means of a Constrained Least-Squares Solution,
AppOpt(36), No. 11, April 10 1997, pp. 2360-2369. 9704
BibRef

Unser, M.,
Improved restoration of noisy images by adaptive least-squares post filtering,
SP(20), No. 4, 1990, pp. 3-14. BibRef 9000

Berger, T., Strömberg, J.O., Eltoft, T.,
Adaptive Regularized Constrained Least Squares Image Restoration,
IP(8), No. 9, September 1999, pp. 1191-1203.
IEEE DOI BibRef 9909

Petrescu, D., Tabus, I., Gabbouj, M.,
L-M-S Filters for Image Restoration Applications,
IP(8), No. 9, September 1999, pp. 1299-1305.
IEEE DOI BibRef 9909

Chen, W., Chen, M., Zhou, J.,
Adaptively Regularized Constrained Total Least-Squares Image Restoration,
IP(9), No. 4, April 2000, pp. 588-596.
IEEE DOI 0004
BibRef

Vandaele, P., Moonen, M.,
Recursive total least squares algorithm for single-user blind channel equalisation,
VISP(147), No. 3, 2000, pp. 220-230. 0008
BibRef

Werner, S., Apolinario, J.A., de Campos, M.L.R.,
On the equivalence of RLS implementations of LCMV and GSC processors,
SPLetters(10), No. 12, December 2003, pp. 356-359.
IEEE Abstract. 0401
Compares the transients of the constrained recursive least squares (CRLS) algorithm with the generalized sidelobe canceler (GSC) employing the recursive least squares (RLS) algorithm. BibRef

Seghouane, A.K.,
A Note on Image Restoration Using Cp and MSE,
SPLetters(15), No. 1, January 2008, pp. 61-64.
IEEE DOI 0801
BibRef

Seghouane, A.K.[Abd-Krim],
A Kullback-Leibler Divergence Approach to Blind Image Restoration,
IP(20), No. 7, July 2011, pp. 2078-2083.
IEEE DOI 1107
BibRef
Earlier:
Maximum likelihood blind image restoration via alternating minimization,
ICIP10(3581-3584).
IEEE DOI 1009
BibRef

Hanif, M.[Muhammad], Seghouane, A.K.[Abd-Krim],
Blind image deblurring using non-negative sparse approximation,
ICIP14(4042-4046)
IEEE DOI 1502
BibRef
And:
An effective image restoration using Kullback-Leibler divergence minimization,
ICIP14(4522-4526)
IEEE DOI 1502
Approximation methods. GSM BibRef

Hanif, M., Seghouane, A.K.,
Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in Wavelet Domain,
DICTA12(1-6).
IEEE DOI 1303
BibRef


Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Applied Restoration, Restore Old Films, and Hardware and Systems .


Last update:Sep 25, 2017 at 16:36:46