Resolution enhancement of video sequences with simultaneous estimation of the regularization parameter

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5022 II, Issue , 2003, Pages 1123-1132

  He, Hu ^a   Kondi, Lisimachos P ^a  

^a the State University of New York   (United States)

Author keywords

Image restoration; MAP estimation; Regularization; Resolution enhancement; Superresolution

Indexed keywords

ALGORITHMS; IMAGE RECONSTRUCTION; ITERATIVE METHODS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTICAL RESOLVING POWER; PARAMETER ESTIMATION; VIDEO SIGNAL PROCESSING;

COORDINATE-DESCENT METHOD; MAXIMUM A POSTERIORI ESTIMATION; REGULARIZATION PARAMETER; RESOLUTION ENHANCEMENT;

IMAGE ENHANCEMENT;

EID: 0043233332     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.476613     Document Type: Conference Paper

References (8)

1. L.P. Kondi, D. Scribner, J. Schuler, "A Comparison of Digital Image Resolution Enhancement Techniques", SPIE AeroSense, Orlando, FL, April 2002.
2. M. G. Kang, A. K. Katasaggelos, "Simultaneous Multichannel Image Restoration and Estimation of the Regularization parameters", IEEE Trans. Image Processing, May 1997, pp. 774-778.
3. R. Tsai and T. Huang, "Multiframe image restoration and registration," in Advances in Computer Vision and Image Processing, vol. 1.
4. A. M. Tekalp, Digita Video Processing. Englewood Cliffs, NJ: Prentice-Hall, 1995.
5. R. R. Schultz and R. L. Stevenson, "Extraction of high-resolution frames from video sequences," IEEE Trans. Image Processing, vol. 5, pp. 996-1011, June 1996.
6. R. R. Schultz and R. L. Stevenson, "Extraction of high-resolution frames from video sequences," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, Detroit, MI, May 1995.
7. R. R. Schultz and R. L. Stevenson, "A Bayesian approach to image expansion for improved definition," IEEE Trans. Image Processing, vol. 3, pp. 233-242, May 1994.
8. Russell C. Hardie, Kenneth J. Barnard "Joint MAP Registration and High-Resolution Image Estimation Using a Sequence of Undersampled Images," IEEE Trans. Image Processing, vol. 6, Vol. 12, pp. 621-1633, December 1997.