Numerical methods for solving the optimal problem of contrast enhancement

Citation
J. Yang et al., Numerical methods for solving the optimal problem of contrast enhancement, IEEE GEOSCI, 38(2), 2000, pp. 965-971
Citations number
27
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
ISSN journal
01962892 → ACNP
Volume
38
Issue
2
Year of publication
2000
Part
2
Pages
965 - 971
Database
ISI
SICI code
0196-2892(200003)38:2<965:NMFSTO>2.0.ZU;2-B
Abstract
This paper proposes two effective numerical methods to solve the optimal pr oblem of contrast enhancement for the coherent and incoherent cases, respec tively, For the coherent case, the objective function of the optimal proble m is transformed into a bilinear form. Then a numerical method is presented by using the idea of the Sequential Unconstrained Minimization Technique ( SUMT). For the incoherent case, a cross-iterative method is proposed for so lving the optimal problem of contrast enhancement, based on the formula of the optimal contrast polarization state in the matched-polarized channel. B oth the proposed methods are convergent and straightforward for programming . In addition, the proposed methods can he used for the bistatic radar case because in this paper, it is unnecessary to restrict the symmetry of the s cattering matrix and the Kennaugh matrix, For showing the effectiveness of the proposed methods, we give three examples, The results of the calculatio n are completely identical with other papers', showing the validity of the proposed methods. In these three examples, if the receiving polarization st ate is independent of the transmitting's, the power ratios mag be much larg er than those in the cases of the co-polarized, the cross-polarized, and th e matched-polarized channels, showing the importance of the considered mode ls, In addition, the computation costs are estimated by these illustrative examples? illustrating that the proposed methods are very effective.