Title :
Maximum Entropy Image Reconstruction from Microwave Scattered Field Distribution
Author :
Baribaud, Michel ; Nguyen, Mai Khuong
Author_Institution :
E.N.S.E.R.G - L.E.M.O: 23 Avenue des Martyrs 38031 GRENOBLE Cédex FRANCE. Tel: (33) 76.87.69.76 Fax: (33) 76.43.37.96
Abstract :
All image reconstruction methods using microwave exploration run up against inverse problems such as inverse source or inverse scattering. These are ill-posed problems because of the nonuniqueness in the solution. In this paper we present a review of the image reconstruction by the analytical method to indicate the ill-posed character in the reconstruction based on the spectrum analysis. In order to remedy this situation we propose a new method based on the principle of maximum entropy, furthermore, this method operates in the spatial domain but not in the Fourier one. The obtained results show a significant improvement in image quality with only a few iterations.
Keywords :
Current distribution; Entropy; Fourier transforms; Frequency; Image analysis; Image quality; Image reconstruction; Inverse problems; Microwave theory and techniques; Scattering;
Conference_Titel :
Microwave Conference, 1988. 18th European
Conference_Location :
Stockholm, Sweden
DOI :
10.1109/EUMA.1988.333921