Adaptive Denoising Algorithms Based on Wavelet for Pool Underwater Image

Author:

Wang Yi1,Lei Fei2,Fu Guang Jie1

Affiliation:

1. Northeast Petroleum University

2. Beijing University of Technology

Abstract

Image denoising is an important step in image processing of pools intelligent life-saving system, adaptive denoising algorithms has based on wavelet in this paper. Firstly, the threshold value selection was discussed and then the effect of threshold functions on denoising result was evaluated. Finally, an improved adaptive nonlinear threshold function was put forward. Simulation results showing that the adaptive denoising algorithm designed in this paper can achieve higher PSNR value, and time cost can be satisfy the real-time demand of pool intelligent life-saving system simultaneously.

Publisher

Trans Tech Publications, Ltd.

Reference10 articles.

1. Mallat S. A Wavelet Tour of Signal Processing [M]. BeiJing. China Machine Press(2003)pp: 10-23.

2. Ping GAO, Jing ZU, Wavelet Denoising Technology Tnalysis Based on MATLAB [J]. Information Technology(2007) 6, pp: 1-3(In Chinese).

3. Wei LIU, Research of Underwater Image Processing algorithm based on edge"[D], Ha'erbin, Ha, erbin Engineering University, (2003). (In Chinese).

4. Rafael C. Gonzalez, and Richard E. Woods. Digital image processing[M],. BeiJing Electornic Industries Publishing Company, December(2007).

5. Tian-sheng GUO, Image Denoising Based on Wavelet Algorithms. LanZhou, LanZhou University of Technology(2010) (In Chinese).

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