Blind deconvolution for sparse molecular imaging

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 545-548

  Herrity, Kyle ^a   Raich, Raviv ^b   Hero III, Alfred O ^a  

^a University of Michigan   (United States)

^b Oregon State University   (United States)

Author keywords

Blind deconvolution; Image restoration; Magnetic resonance force microscopy; Optimization transfer; Sparseness regulariza tion

Indexed keywords

ACOUSTICS; CONVOLUTION; IMAGE PROCESSING; IMAGE RECONSTRUCTION; ITERATIVE METHODS; MAGNETIC FORCE MICROSCOPY; MICROSCOPIC EXAMINATION; OPTICAL TRANSFER FUNCTION; RESONANCE; SIGNAL PROCESSING; SPEECH;

BLIND DECONVOLUTION; IMAGE RESTORATION; MAGNETIC RESONANCE FORCE MICROSCOPY; OPTIMIZATION TRANSFER; SPARSENESS REGULARIZA-TION;

RESTORATION;

EID: 51449091562     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4517667     Document Type: Conference Paper

References (6)

1. R. Raich and A. O. Hero III, "Sparse image reconstruction for partially unknown blur functions," in Proc. IEEE Int. Conf. Image Processing, (Atlanta, GA), pp. 637-640, Oct. 2006.
2. J. Mamin, R. Budakian, and D. Rugar, "Point response function of an MRFM tip," tech. rep., IBM Research Division, 2003.
3. H. Andrews and B. Hunt, Digital Image Restoration. Englewood Cliffs, NJ: Prentice-Hall, 1977.
4. T. Chan and C. Wong, "Total variation blind deconvolution," IEEE Transactions on Image Processing, vol. 7, pp. 370-375, March 1998.
5. I. Daubechies, M. Defrise, and C. D. Mol, "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint," Comm. Pure App. Math., vol. 57, pp. 1413-1457, Nov. 2004.
6. M. A. T. Figueiredo and R. D. Nowak, "A bound optimization approach to wavelet-based image deconvolution," in Proc. IEEE Int. Conf. Image Processing, vol. 2, pp. 782-785, Sept. 2005.