A NOVEL MORPHOLOGICAL GRADIENT TECHNIQUE FOR EDGE DETECTION USING FUZZY LOGIC
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 2015, Vol 4, Issue 5
Abstract
This paper presents the edges characterize boundaries and are therefore a problem of fundamental importance in image processing. Image Edge detection significantly reduces the amount of data and filters out useless information, while preserving the important structural properties in an image. Since edge detection is in the forefront of image processing for object detecti on, it is crucial to have a good understanding of edge detection algorithms. In this project an edge detection method based on the morphological gradient technique and generalized type - 2 fuzzy logic. The theory of alpha planes is used to implement generali zed type - 2 fuzzy logic for edge detection. In proposed system, a new First order Edge Detection technique is implemented. By applying the new First order techniques on the image to detect its edges, it is found that the modified version of edge map has les s noise and less edge corruption. The robustness of the proposed method is analyzed, compared and evaluated using the image quality assessment metrics such as signal to noise ratio(SNR), peak signal to noise ratio (PSNR) and root mean square (RMSE) and the results are presented.
Authors and Affiliations
R. Vanitha , G. MohanKumar
Keywords
Related Articles
- EP ID EP137682
- DOI -
- Views 82
- Downloads 0
A Survey on Various Methodologies of Hiding Association Rules for Privacy Preserving
Data mining is the useful technology to extract information or knowledge from large database. However, misuse of this technology may lead to the disclosure of sensitive information. Privacy preserving data mining...
USE OF BALANCED AND UNBALANCED LOADS BY USING AN ISOLATED W-H HYBRID MODEL WITH POWER CONVERTERS
In this paper, a new three-phase four-wire load connected to an autonomous W-H(wind –hydro) hybrid system driven by squirrel cage induction generators SCIG, which hasn’t been connecting to the grid and where the windhyd...
An Artificial Immune Classification and Clustering Systems: A Survey
Artificial immune systems (AIS) are a class of computationally intelligent systems which consider many properties of natural immune system .Several AIS are widely used in different application areas such as class...
ASSESSEMENT OF COLOR FASTNESS OF LINEN FABRIC DYED BY TEA SUBSTANCE WITH AN ECO-DESIGN APPROACH
Nowadays, textile products have found a wide range of application in apparel, domestic and industrial area. The applications include not only clothing and accessories, bedding and interior decoration, but also textile s...
Savitzky-Golay Filter Based Vertical Handoff between LTE and WIFI Network
Heterogeneous network is a network connecting computers and other devices with different operating systems. Wireless networking is becoming an increasingly important and popular way of providing global informatio...