slugAnalysis of Two Image Segmentation Schemes Based on Its Error Rate
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 4
Abstract
There are various image segmentation techniques available. Each on e is distinct according to the parameters and segmentation constraints. Also there are region based segmentation and boundary based segmentation. Here two such image segmentation methods: Graph cut and Maximal Similarity based Region Merging are considered and the two are analysed on the basis of error rate. Graph cut involves finding the distance between pixels and minimizing an energy function. MSRM approach finds the similarity between two regions using a similarity measure. The experiments are conducted and the results obtained are formulated. The criteria and pre segmentation procedure are different for the two methods. One is designed for the segmentation of texture images and the other for colour images. Graph cut combines both region based and boundary based methods whereas MSRM is a region based segmentation technique. The advantages and disadvantages of these methods are analysed on different aspects.
Authors and Affiliations
Parvathy Raghunandanan, S. John Livingston
Keywords
Related Articles
- EP ID EP17828
- DOI -
- Views 398
- Downloads 11
Enhanced Clustering Technique to Find Replica Nodes in WSN
Sensor networks are highly distributed networks of small, lightweight wireless nodes, deployed in hundreds of thousands to monitor the environment or system by the measurement of physical parameters such as temperature,...
Comparison of Effect of Hot Water Curing, Steam Curing & Normal Curing on Strength of M-20 Grade of Concrete
Curing of concrete is the operation of maintaining humidity & temperature of freshly placed concrete during some definite period following placing, casting or finishing to assure satisfactory hydration of cement. When w...
Analysis and Simulation of E-Shape Microstrip Patch Antenna for Wideband Applications
This paper presents the design and simulation of E-shape microstrip patch antenna with wideband operating frequency for wireless application. The shape will provide the broad bandwidth which is required in various appli...
Critical Study of the Disturbance in Meteorological Parameters Due to Global Warming
To study the relationship between global warming and change in meteorological parameters at regional level. Nagpur is central most cities in Indian domain and truly represents the effect of all directional weather chang...
Physicochemical Analysis of Ground Water near Municipal Solid Waste Dumping Sites in Rewa (M.P.) India
The usual and the most neglected cause of water pollution are uncontrolled dumping of Municipal Solid Waste. Infiltration of water by rainfall, water already present in the waste, or water generated by biodegradation, c...