Detection of Noise in an Image using Blind Deconvolution Method

Journal Title: International Journal of Scientific Research and Management - Year 2015, Vol 3, Issue 7

Abstract

Image Restoration is a field of Image Processing which deals with recovering an original and sharp image from a degraded image using a mathematical degradation and restoration model. This study focuses on restoration of degraded images which have been blurred by known or unknown degradation function. On the basis of knowledge of degradation function image restoration techniques can be divided into two categories: blind and non - blind techniq ues. Images are considered for analyzing the various image restoration techniques like Deconvolution using Lucy Richardson Algorithm (DLR), Deconvolution using Weiner Filter (DWF), Deconvolution using Regularized Filter (DRF) and Blind Image Deconvolution Algorithm (BID).The analysis is done on the basis of various performance metrics like PSNR(Peak Signal to Noise Ratio), MSE(Mean Square Error) and SSIM(Structural Similarity Index for Measuring Image

Authors and Affiliations

Puneet Kaushik

Keywords

Related Articles

Design and Simulation of E shape L slot Microstrip Patch Antenna with different substrates for Wireless Communication

The area of microstrip antennas has seen some inventive work in recent years and is one of the most dynamic fields of antenna theory. In this paper we have proposed configuration of patch antenna having E...

Role of Phytoalexins in Plant - Microbe Interactions and Human Health

The biochemical basis of defence mechanisms in plants , conferring disease resistance is under active investigation for years. Plants have evolved a broad array of defense mechanism s involved in disease resistance. Synt...

Comparison Of External Beam Radiotherapy Followed By Intra - Luminal Brachytherapy With External Beam Radiotherapy Alone In Locally Advanced Carcinoma Of Esophagus

Aim: The aim was to compare the outcome of intraluminal boost brachytherapy following external beam radi otherapy with external beam radiotherapy alone in locally advanced carcinoma esophagus in terms of toxicity, respon...

Morphological Disambiguator for Marathi using NLP

Na tural Language Processing (NLP) is an emerging technology in recent years, which consist of Morphological analysis of languages. Morphological analysis gives description about words in that l...

Design and Development of 20 channels shaping amplifiers and discriminators using Eagle.

A study on 20 channels consisting of shaping amplifier s and discriminators has been described in this paper. This module has been designed, fabricated and tested using CAD tool EAGLE .A comprehensive study of the modul...

Download PDF file
  • EP ID EP217371
  • DOI -
  • Views 94
  • Downloads 0

How To Cite

Puneet Kaushik (2015). Detection of Noise in an Image using Blind Deconvolution Method. International Journal of Scientific Research and Management, 3(7), -. https://europub.co.uk/articles/-A-217371