Image Fusion Approach with NOISE REDUCTION USING GENETIC ALGORITHM & Sure-let Algorithm
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 6
Abstract
Fusing information contained in multiple images plays an increasingly important role for quality inspection in industrial processes as well as in situation assessment for autonomous systems and assistance systems. The aim of image fusion in general is to use images as redundant or complementary sources to extract information from them with higher accuracy or reliability. In our research paper we introduce a new approach that begin with image denoising using GA and then apply the Sure-let transform for image decomposition to get a multi focus image fusion image that is focused in all of its parts. The results show that Curvelet transform had been proven to be effective at detecting image activity along curves, and increasing the quality of the obtained fused images. GA shows more accurate results in image de-noising. We performed image fusion using Curvelet Transform with Genetic Algorithm and Sure-let algorithm for image denoising. This new method has reached an optimum fusion result. For the implementation of this proposed work we use the Image Processing Toolbox under Matlab Software
Authors and Affiliations
Jaspreet Kaur *
Keywords
Related Articles
- EP ID EP117088
- DOI -
- Views 68
- Downloads 0
A NOVEL AUTHENTICATION SYSTEM FOR LIMITED USER GROUP ON SOCIAL NETWORKS
Social networks are a characteristic role of today's Internet user and it is utilized by more than a billion peoples around the world. Social networks permit individuals to impart thoughts and their substance to t...
EFFECT OF HORIZONTAL IRREGULARITY ON SEISMIC BEHAVIOR OF BUILDING
Asymmetry in structures makes analysis of the seismic behavior very complicated. Recent earthquakes have shown that the structure with plan irregularity results in irregular distribution of mass and stiffness. In...
ON ENESTRöM –KAKEYA THEOREM
In this paper we obtain some interesting Eneström-Kakeya type theorems concerning the location of zeros of polynomials. Our results extend and generalize Some well known results by putting less restrictive cond...
Commercial Buliding of Reinforced Concrete design
Structural engineering is a field of civil engineering dealing with the analysis and design of the structure that support or resist the loads. Structural engineers are most commonly involved in the design of build...
A REVIEW ON CLUSTERING-BASED FEATURE SUBSET SELECTION ALGORITHM FOR HIGH DIMENSIONAL DATA
In HD dataset, feature selection involves identifying the subset of good features by using clustering approach. Feature selection involves removal of irrelevant and redundant features which are the essential data...