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Denoising Algorithm for Jacquard Image Using Beltrami Manifold Technique

Authors :
Duanyang Zhao
Xianrong Zhang
Zhilin Feng
Shuwang Du
Xiaoming Liu
Source :
2009 Third International Symposium on Intelligent Information Technology Application.
Publication Year :
2009
Publisher :
IEEE, 2009.

Abstract

Jacquard image denoising is an active research field in jacquard image processing and has attracted much attention in the past years. In this paper, we present a novel denoising algorithm within the framework of variational schemes and Beltrami manifold technique. Variational schemes for image denoising consist of minimizing a functional which incorporates both the data and a Beltrami flow term. The main advantage of the proposed algorithm is that it has both good noise reduction and edge protection capabilities. Experimental results show that the proposed method offers effective noise removal in real noisy jacquard images while maintaining fine structure of patterns.

Details

Database :
OpenAIRE
Journal :
2009 Third International Symposium on Intelligent Information Technology Application
Accession number :
edsair.doi...........7005e27b9ac2ca8a0da5d05d56d539f4