Regularized multichannel restoration approach for globally optimal high-resolution video sequence

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3024, Issue , 1997, Pages 1306-1316

  Hong, Min Cheol ^a   Kang, Moon Gi ^b   Katsaggelos, Aggelos K ^a  

^a Northwestern University   (United States)

^b UNIVERSITY OF MINNESOTA DULUTH   (United States)

Author keywords

Iterative technique; Motion vector; Regularization parameter; Smoothing convex functional

Indexed keywords

CELLULAR RADIO SYSTEMS; COMMUNICATION; DIGITAL IMAGE STORAGE; FUNCTIONS; IMAGE COMMUNICATION SYSTEMS; IMAGE PROCESSING; IMAGING SYSTEMS; MATHEMATICAL MODELS; MOTION COMPENSATION; MOTION ESTIMATION; OBJECT RECOGNITION; OPTICAL TRANSFER FUNCTION; VECTORS; VIDEO RECORDING; VISUAL COMMUNICATION;

HIGH RESOLUTIONS; INTERPOLATED IMAGES; ITERATION STEPS; ITERATIVE ALGORITHMS; ITERATIVE TECHNIQUE; MOTION VECTOR; MULTI CHANNELS; MULTIPLE INPUTS; POINT SPREAD FUNCTIONS; REGULARIZATION PARAMETER; SMOOTHING CONVEX FUNCTIONAL; SPATIAL DOMAINS; TEMPORAL DOMAINS; VIDEO SEQUENCES;

ITERATIVE METHODS;

EID: 0037685380     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.263211     Document Type: Conference Paper

References (12)

1. J. S. Lim, Two Dimensional Signal and Image Processing. New York: Prentice-Hall, 1990.
2. A. K. Jam, Fundamentals of Digital Image Processing. New York: Prentice-Hall, 1989.
3. A. N. Tikhonov and A. V. Goncharsky, eds., Ill-Posed Problems in the Natural Sciences. Mathmatics and Mechanics, Moscow: MIR Publishers, 1987.
4. M. Bertero, T. A. Poggio, and V. Torre, "Ill-posed problems in early vision," Proc. of IEEE, vol. 76, pp. 869-889, Aug. 1988.
5. R. R. Schultz and R. L. Stevenson, "Extraction of high-resolution frames from video sequences," IEEE Trans. on Image Processing, vol. 5, pp. 996-1011, June 1996.
6. B. C. Tom and A. K. Katsaggelos, "An iterative algorithm for improving the resolution of video sequences," in Proc. SPIE Visual Communication and Image Processing, (Orlando, FL), pp. 1430-1438, March 1996.
7. A. K. Katsaggelos, "A multiple input image restoration algorithm," Journal of Visual Communication and Image Representation, vol. 1, pp. 93-103, Sep. 1990.
8. N. P. Galatsanos, A. K. Katsaggelos, R. T. Chin, and A. Hillery, "Least squares restoration of multi-channel images," IEEE Trans. on Signal Processing, vol. 39, pp. 2222-2236, Oct. 1991.
9. M. G. Kang and A. K. Katsaggelos, "Simultaneous multichannel image restoration and estimation of the regularization parameters," To appear IEEE Trans. on Image Processing, 1996.
10. A. K. Katsaggelos, J. Biemond, R. W. Schafer, and R. M. Mersereau, "A regularized iterative image restoration algorithm," IEEE Trans. on Signal Processing, vol. 39, pp. 914-929, April 1991.
11. M. G. Kang, Adaptive Iterative Image Restoration Algorithm. PhD thesis, Northwestern University, June 1994.
12. M. G. Kang and A. K. Katsaggelos, "General choice of the regularization functional in regularized image restoration," IEEE Trans. on Image Processing, vol. 4, pp. 594-602, May 1995.