COLOR IMAGE SEGMENTATION BASED ON MEAN SHIFT AND NORMALIZED CUTS
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 4
Abstract
An approach for Image segmentation is proposed based on mean shift algorithm and normalized cuts algorithm and its application’s implementation is proposed. The normalized cuts algorithm gives good accuracy and better segmentation compared to all most of the existing methods. By using Mean Shift algorithm on the original image to partition it into sub graphs we can create image matrices with lower dimensions. The proposed algorithm first applied Mean Shift algorithm to obtain sub graphs and then applied Normalized cut. Currency denomination and detection is an application of image segmentation. It is very difficult to count different denomination notes in a bunch. This paper propose a image segmentation technique to extract paper currency denomination. The extracted ROI can be used with Pattern Recognition and Neural Networks matching technique. First we acquire the image by simple flat scanner on fix dpi with a particular size, the pixels level is set to obtain image. Some filters and segmentation algorithms are applied to extract denomination value of note. We use different pixel levels in different denomination notes. The Pattern Recognition and Neural Networks matcher technique is used to match or find currency value/denomination of paper currency. After matching the pattern the result is converted to an audio file which helps in recognition of the given Indian currency.
Authors and Affiliations
Rucha Joshi*,
Keywords
Related Articles
- EP ID EP123022
- DOI 10.5281/zenodo.48929
- Views 64
- Downloads 0
PLM SOLUTION DESIGN FOR NEW PRODUCT DEVELOPMENT.-CASE STUDY
In competition business environment, companies recognize the importance of collaboration throughout the entire product lifecycle. The main focus of the paper is on the collaboration in New Product Development...
Effective Use of Data Mining in Banking
Data mining is one of the tasks in the process of knowledge discovery from the database. In the corporate world every organization is competing the other organization in terms of their value towards the business a...
Study on Mechanical Behavior of Bio-Fiber Reinforced Polymer Matrix Composite
Presently polymer matrix composites reinforced with fibers such as glass, carbon, aramid, etc. are being used more because of their favorable mechanical properties in spite of they being more expensive materials. Nowada...
FEATURE SUBSET SELECTION: A REVIEW
Image classification has earned enormous attention due to the advent of modern day applications involving image base information and now an extensive research has been carried out in this field. It is important to...
Real Time Gesture Recognition for Cart Movement
Hand gesture recognition based man-machine interface is being developed vigorously in recent years. Due to the effect of lighting and complex background, most visual hand gesture recognition systems work only unde...