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WAVELET DECOMPOSITION IN TARGET STRENGTH ESTIMATION

机译:小波分解目标强度估计

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The paper investigates some wavelet techniques in application to fish target strength estimation. As a starting point theoretical aspects of inverse problems are presented. Singular Value Decomposition (SVD) being standard method of treating ill-posed problems is compared to the decomposition developed on the wavelet basis. The Discrete Wavelet Transform (DWT) is presented as a matrix operation in the context of the inverse problem. Histogram denoising using wavelet coefficient thresholding and target strength estimation by Wavelet-Vaguelette Decomposition (WVD) are presented as numerical examples.
机译:本文调查了一些小波技术应用于鱼类目标强度估计。作为一个起点,呈现了逆问题的理论方面。将奇异值分解(SVD)是将不良问题的标准方法进行比较,与小波开发的分解进行了比较。在逆问题的上下文中,离散小波变换(DWT)被呈现为矩阵操作。通过小波系数阈值和通过小波 - 模糊分解(WVD)的靶分强度估计的直方图逐步估计作为数值示例。

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