Image Registration using a 2nd Order Stochastic Optimization of Mutual Information

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 6, Issue , 2003, Pages 4038-4040

  Cole Rhodes, Arlene ^a   Johnson, Kisha ^a   Le Moigne, Jacqueline ^b  

^a Morgan State University   (United States)

^b NASA GODDARD SPACE FLIGHT CENTER   (United States)

Author keywords

Image registration; Mutual information; Remote sensing imagery; Stochastic optimization; Wavelets

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; ITERATIVE METHODS; MATRIX ALGEBRA; OPTICAL RESOLVING POWER; RANDOM PROCESSES; REMOTE SENSING; SATELLITES;

IMAGE REGISTRATION;

IMAGE PROCESSING;

EID: 0242625322     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. A. Cole-Rhodes, K. Johnson and J. Le Moigne, "Multi-resolution registration of remote sensing images using stochastic gradient," SPIE Aerosense 2002, Wavelet Applications IX, Orlando, FL, Vol.4738, pp. 44-55, April 2002.
2. A. Cole-Rhodes, K.Johnson, J, LeMoigne, I. Zavorin, "Multiresolution registration of remote sensing imagery by optimization of mutual information using a stochastic gradient", accepted by IEEE Transactions on Image Processing (in press).
3. P. Thevenaz, and M. Unser, "Optimization of mutual information for multiresolution image registration," IEEE Transactions on Image Processing, Vol. 9, No. 12, pp. 2083-2099, December 2000.
4. J.C. Spall, J.C, "Multivariate stochastic approximation using a simultaneous perturbation gradient approximation," IEEE Transactions on Automatic Control, Vol. 37, pp. 332-341, 1992.
5. th Conference on Decision and Control, pp. 1417-1424, 1997.