Title :
Maximum entropy image reconstruction
Author :
Zhuang, Xinhua ; Haralick, Robert M. ; Zhao, Yunxin
Author_Institution :
Dept. of Electr. & Comput. Eng., Missouri Univ., Columbia, MO, USA
fDate :
6/1/1991 12:00:00 AM
Abstract :
The authors justify the maximum entropy image reconstruction (MEIR) formulation proposed by Zhuang et al. (1987), solve an open problem of whether or not there exists a solution to the MEIR problem, prove the fast convergence of the MEIR algorithm proposed by Zhuang et al., and show that the system of differential equations which is the basis of the MEIR algorithm is of the Lyapunov type
Keywords :
differential equations; picture processing; Lyapunov differential equations; algorithm; convergence; maximum entropy image reconstruction; open problem; picture processing; Computer science education; Energy measurement; Entropy; Equations; Image reconstruction; Laboratories; Notice of Violation; Pixel; Signal processing algorithms; Speech;
Journal_Title :
Signal Processing, IEEE Transactions on
