Nonlinear filtering of statistically connected video sequences based on hidden Markov chains |
| |
| Authors: | E. P. Petrov E. V. Medvedeva |
| |
| Affiliation: | (1) Image Sciences, Computer Sciences and Remote Sensing Lab. (LSIIT UMR CNRS 7005), Strasbourg University, Strasbourg, France;(2) Facult? de M?decine, LINC-IPB, 4, rue Kirschleger, F - 67085 STRASBOURG Cedex, France;; |
| |
| Abstract: | A method for the synthesis of algorithms for nonlinear filtering of statistically connected (correlated) video sequences of digital halftone images distorted by a white Gaussian noise is proposed. The method is based on the use of hidden Markov chains as a mathematical model for video sequences of digital halftone images, which, in limited observation intervals, can be represented by multidimensional Markov chains. |
| |
| Keywords: | |
| 本文献已被 SpringerLink 等数据库收录！ |
|
