IMPACT OF IMAGE SEGMENTATION APPROACHES ON NOISY AND BLURRED IMAGES
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 6
Abstract
In today’s world, many applications are used for image processing. Segmentation is one of the main steps used for image processing. Segmentation is used to identify objects in an image. It divides an image into multiple segmentations. There are hundreds of techniques present that are used to segment an image. Clustering is one of the techniques. K nearest neighbor and K-mean techniques are two clustering techniques of segmentation. The main principle of clustering technique is to make cluster of pixels on the basis of distance between pixels and centroids. This paper gives details about KNN and K-mean techniques and their efficiency. In past, these images are applied a lot on smooth images. In this paper, the efforts have been done to analyze the impact of these techniques on various non-efficient images. The functions used to make the images degraded are noise and blur in the image. It has been observed that depending on various parameters both the algorithms performs in similar manner except some differences which are highlighted in this paper.
Authors and Affiliations
Bharti Tanwar
Keywords
Related Articles
- EP ID EP143857
- DOI 10.5281/zenodo.54854
- Views 80
- Downloads 0
Implementation of Power Line Communication for energy measurement
Power line communication (PLC), also known as power line carrier, is a system for transmitting information on an electrical conductor used for carrying electric power from high voltage transmission lines, distribution l...
STUDY & ANALYSIS OF EDUCATION USING BIG DATA ANALYTICS AND TECHNIQUES
As the data goes on increases, the demand and requirement is also increases. If the past is being considered than we will see first our aim is to collect the data using computers, taps and disk and then we access...
An Analytical And Probabilistic Approach For Reliability/ Cost Assessment Of A Wind Power System
Rapid technological progress, combined with falling costs, a better understanding of financial risk and a growing appreciation of wider benefits, means that renewable energy is increasingly seen as the best soluti...
Energy Efficient Refrigeration System with Evaporative Cooling
Refrigerator is mainly a composition of four devices Compressor, Condenser, Expansion device and evaporator which has some limitations. Temperature range of working is also a limitation for Refrigerator which aff...
A CROSS-PLATFORM APLICATION TO ENHANCE NGO AND SOCIETY COLLABORATION
In today’s modern world connectivity is an important aspect in all fields. When it comes to Non-Governmental Organization (NGO), there is lack of connectivity in between them as well as the common man who is willing to...