Gray-level Texture Characterization Based on a New Adaptive Nonlinear Auto-Regressive Filter

Gray-level Texture Characterization Based on a New Adaptive Nonlinear Auto-Regressive Filter

In this paper, we propose a new nonlinear exponential adaptive two-dimensional (2-D) filter for texture characterization. The filter adaptive coefficients are updated with the Least Mean Square (LMS) algorithm. The proposed nonlinear model is used for texture characterization with a 2-D Auto-Regres...

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Bibliographic Details
Main Authors: Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet
Format: Article
Language:English
Published: Computer Vision Center Press 2008-11-01
Series:ELCVIA Electronic Letters on Computer Vision and Image Analysis
Subjects:
Image Analysis
2-D nonlinear filter
2-D adaptive filter
texture characterization
Online Access:https://elcvia.cvc.uab.es/article/view/158

Internet

https://elcvia.cvc.uab.es/article/view/158

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