IMPLEMENTING GMM-BASED HIDDEN MARKOV RANDOM FIELD FOR COLOUR IMAGE SEGMENTATION
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 2015, Vol 4, Issue 4
Abstract
As it is well known to all that the terms image segmentation means dividing a picture into different types of regions and classes of particular geometric shape. So we can say that each class has normal distribution with specific mean and variance and hence the picture can be a Gaussian Mixture Model. In this paper, we first study the Gaussian-based hidden Markov random field (HMRF) model and its expectation maximization (EM) algorithm. Then we generalize it to Gaussian mixture model-based hidden Markov random field. The algorithm is implemented in MATLAB R20013a. We also apply this algorithm to color image segmentation problems.
Authors and Affiliations
Shanaz Aman, Farhat Afreen ,
Keywords
Related Articles
- EP ID EP111276
- DOI -
- Views 53
- Downloads 0
A REVIEW ON DRIVER DROWSINESS AND ALCOHOL DETECTION SYSTEM
This paper provides an overview of existing system of real time detection of car driver drowsiness and alcoholic intoxication. Now a day, there are large numbers of road accidents are takes places due to Drowsines...
Optimizing a Flexible Multi-Stage Logistics Network Model Using Imperialist Competitive Algorithm (ICA)
To be successful in today’s active business competition, enterprises need to design and build a productive and flexible logistics network. The flexible multistage logistic network (fMLN) problem is NP-hard. The pr...
Distribution and Ecology of the Recent Benthic Foraminifera from the sediments of Adyar River, Chennai, Tamilnadu, India
Micropalaeontological investigation has been carried out, for the first time to study the systematic of recent Benthic Foraminifera from the Adyar River, Chennai, Tamilnadu, India, Totally 20 sediment samples were collo...
VIRUS GENERATION KITS: A SURVEY
This paper is designed to make the survey of virus generation kits. Their capability of generating the viral files with different behaviour makes each of them distinct. In order to analyze the varying trend in com...
Automated Reverse Braking System
In this world mechatronics and automation of various systems have been developed just to reduce the time and human error. The automated braking system is a part of mechatronics. Presently the vehicle has alarm sys...