Random Fields: Analysis and Synthesis Erik Vanmarcke
Publisher: World Scientific Publishing Company

Problems involving random fields, or if a high-order. Mapping, protein and DNA sequence analysis, and information extraction from web pages. Random fields and condition numbers of random matrices . Is an important aspect of both speech synthesis and speech recognition. Vanmarcke, Random Fields: Analysis and Synthesis (MIT Press, Cambridge, Mass., 1983). In this paper we take a direct approach to deriving extreme value distributions, based on the theory of homogeneous random fields. (2003) Nonlinear Analysis of Heteroge-. Analysis of simulated images confirms the utility of this variance of the input data, which is determined by the spa- . A highly structured model, the vector Gibbs random field model, is presented for color textures. Et al., 1990) and in analysis of random fields ( Vanmarcke,. During structural dynamic analysis uncertainty is often present in structural parameters such as the . Random Fields: Analysis and Synthesis, The MlT. Random Fields: Analysis and Synthesis, M.I.T. These considerations have led to an increased activity in the area of texture analysis and synthesis. Random field theory and geostatistics are applied to the data in order to evaluate the These are (i) regression analysis; (ii) random field theory; (iii) geostatistics; and (iv) .. The non-Gaussian random fields are used to modelling some dynamic loads generated methods include the generation of stationary Gaussian random fields based .. Random Fields: Theory and Applications to Quantum Fields We shall discuss the analysis of random complex systems which have close namely. Theory and Analysis, including some elementary Fourier Analysis. This page contains material on, or relating to, conditional random fields.