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Image Denoising using Hybrid Method

Name: Image Denoising using Hybrid Method
Brand: LAP Lambert Academic Publishing
SKU: 15869973
Price: 32.02 EUR
Availability: InStock
Author: Rimpy Garg
ISBN: 9783330031241

A New Approach for Image Enhancement

Rimpy Garg

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 15869973

Nakladateľstvo LAP Lambert Academic Publishing, november 2016

"Image Denoising" is a topic under image processing. Historically the field of image processing grew... Celý popis

Libristo kód: 15869973

78 b

32.02 €

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"Image Denoising" is a topic under image processing. Historically the field of image processing grew from electrical engineering as an extension of the signal processing branch. Image Denoising is an important pre-processing task before further processing of image like segmentation, feature extraction, texture analysis etc. The purpose of denoising is to remove the noise while retaining the edges and other detailed features as much as possible. This noise gets introduced during acquisition, transmission & reception and storage & retrieval processes. As a result, there is degradation in visual quality of an image. The prime focus of this thesis is related to the denoising of the image to maximize the peak signal to noise ratio (PSNR), minimize the mean square error (MSE) and bit error rate (BER) using wavelet transform. Denoising of image using wavelet technique is very effective because of its multiresolution and sparsity characteristics. This book is useful for those students who pursue their study and thesis in digital image processing specially in image enhancement.