Improving Performance of KNN Algorithm by Using Enhanced CBIR Techniques for Retrieval of MRI Images
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 6
Abstract
CBIR (Content Based Image Retrieval) is a method utilized for the recovery of coveted pictures from a huge collection of pictures in a database on the premise of picture characteristics, for example, coloration, surface and additionally structure that could be effectively and proficiently removed from the pictures themselves. In numerous current provisions with extensive picture databases, conventional techniques for picture recovery and preparing have ended up being inadequate. K-Nearest Neighbor (KNN) is a compelling and mainstream order calculation to group picture information. Notwithstanding, this calculation has its own particular restrictions in specific circumstances. In this paper, an enhanced calculation has been recommended that concentrates on giving enhanced preparing set to KNN which is less in size and more correct joined together with an enhanced SFTA calculation to concentrate emphasizes that serves to concentrate preparing set which is better and diminishes the execution time of KNN calculation.
Authors and Affiliations
Rashmi Priyanka
Keywords
Related Articles
- EP ID EP132736
- DOI -
- Views 63
- Downloads 0
Subset Selection in High Dimensional Data by Using Fast Technique
Feature subset selection is an effective way for reducing dimensionality, removing irrelevant data, increasing learning accuracy and improving results comprehensibility. This process improved by cluster based FAS...
REMOVAL OF POLLUTION LOAD FROM TANNERY EFFLUENT BY USING BANYAN SAWDUST (FICUS BENGALENSIS) AS AN ADSORBENT
This research deals with the reduction of Chromium and other pollutants like Chemical Oxygen Demand (COD), Total Solid (TS), Total Dissolved Solid (TDS) and Conductivity from the tannery effluent. The effect of se...
DESIGN OPTIMIZATION OF RESONANT DC-DC CONVERTERS
Resonant DC/DC converters are the class of converters, which have L-C resonant tank serving as a major part of the power conversion process. The fundamental concept of the resonant converter is that the circulatin...
Agadir Clay Materials as a New Adsorbent to Remove Cationic and Anionic Dyes from Aqueous Solutions
This study investigated the potential use of clay minerals originated from barrage situated in Agadir (Morocco), as a low-cost, natural, eco-friendly and alternative adsorbent for removal of Methylene Blue (MB) an...
STUDY OF EMERGING TRENDS OF PROFESSIONAL EDUCATION IN NUCLEAR FAMILY
Parents have become more concerned for child. In nuclear families parents pay more attention on child education; they plan school, college, career after discussion with field experts. Such consciousness increa...