A noise is introduced in the transmission medium due to a noisy channel, errors during the
measurement process and during quantization of the data. For digital storage each element …

We study behavior of the Bayesian estimator for noisy General Gaussian Distributed (GGD)
data and show that this estimator can be well estimated with a simple shrinkage function …

Speckle noise is random multiplicative noise which inhibits the segmentation and
recognition of fine details or textures in ultrasound images. In this paper, a method for …

Performance of denoising filters which are based on the principle of wavelet thresholding
greatly depends upon selection of the threshold value. An objective method is proposed in …

In order to reduce the Gaussian noise introduced during image generation, this paper
presents an image denoising algorithm based on variational Bayes (V-Bayes) estimation …

An image is often contaminated by some noise, which brings about changes in the
originality of the image. Denoising of such images is done in order to obtain the less …

A noise is introduced in the transmission medium due to a noisy channel, errors during the
measurement process and during quantization of the data. For digital storage each element …

Optimum Bayes estimator for General Gaussian Distributed (GGD) data in wavelet is
provided. The GGD distribution describes a wide class of signals including natural images. A …

Since different types of noise are inevitably introduced in the processes of image formation
and transmission, image denoising is a necessary pre-processing process before various …

Due to the sampling method for the wavelet coefficients of image can better adapting to its
main directional characteristics, and the edge detection protects the edge information of the …