Latest Publications
Gray-level Texture Characterization Based on a New Adaptive Nonlinear Auto-Regressive Filter
Keywords: Image Analysis; 2-D nonlinear filter; 2-D adaptive filter; texture characterization
Abstract: In this paper, we propose a new nonlinear exponential adaptive two-dimensional (2-D) filter for texture characterization. The filter coefficients are updated with the Least Mean Square (LMS) algorithm. The […]
Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities
Index Terms—Bayes classification, Gibbs density parameter estimation, histograms, online handwritten Arabic character recognition.
