slugImproved Image Segmentation Using Dirichlet Process Multiple-View Learning With K-Means Clustering
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 1
Abstract
The image segmentation is a key challenge in image analysis. In this paper, a new method is proposed for performing interactive image segmentation extracting the object of interest from the non-trivial background, such as interactive multimedia applications. Although, fully automatic image segmentation algorithms have already been improved significantly, it is still not possible to apply an automatic image segmentation algorithm with a guaranteed performance in the general case. The image segmentation using multiple view learning is an efficient technique, but contains high error rate and also the smoothing factor is less but the segmentation ratio is less. Therefore, we proposed Image segmentation method using k-means algorithm along with Dirichlet process, which shows the improvement over these limitations. The proposed method improves the segmented part of the image as well as reduces the error rate of the image.
Authors and Affiliations
Poonam Mathan, Yogendra Kumar Jain
Keywords
Related Articles
- EP ID EP17735
- DOI -
- Views 362
- Downloads 12
Fault Detection and Soft Errors Correcting Codes Using Parallel FFT
The increasing demand of low complexity and error tolerant design in signal processing systems is a reliability issue at ground level. Complex circuit is consistently affected by soft errors in modern electronic circuit...
A General E-Voting Scheme and Its Consequences
This paper introduces on electronic voting scheme, that have security context or known as e-trusted voting scheme. In this study, the prototype builds based on secured and trusted framework for electronic voting In this...
The Role of Information Technology on Agricultural Production in Nigeria
Effective communication of agricultural information to farmers is crucial in achieving optimum efficiency in agricultural production in Nigeria. IT can help an average Indian farmer to get relevant information regarding...
slugUniversal Query for Travel Information in Intelligent Transportation System
Intelligent Transportation System (ITS) applies on advanced technologies of electronics, communications, computers, control and sensing and detecting in all kinds of transportation system in order to improve safety, eff...
Enhanced Data Forensics Technique Based On Parallel Processing and Multilevel File Binning
Data forensic comes from forensic science. Forensic science is the scientific method of gathering and examining information about the past. This is especially important in law enforcement where forensics is done in rela...