Computationally Efficient Segmentation Model for Collection of Images
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2013, Vol 4, Issue 4
Abstract
A semisupervised optimization model for determining an efficient segmentation of many input images is proposed in this paper. The advantage of this model is twofold. Firstly, the segmentation is highly controllable as the portion chosen for segmentation can be specified by providing the labeled pixels in images for the model either offline or interactively. Secondly, the model requires only minimal tuning of model parameters during the initial stage. Once initial tuning is done, it can be used to automatically segment a large collection of images that are distinct but share similar features. It is proposed to conduct extensive experiments on various collections of biological images, it will be established that the model proposed is quite computationally efficient and effective for segmentation.
Authors and Affiliations
G. SARANYA , L. M. VARALAKSHMI , R. DEEPA
Keywords
Related Articles
- EP ID EP93290
- DOI -
- Views 117
- Downloads 0
Human Computer Interface Through Biometric Iris Recognition System
Biometric recognition system is better reliable, roubst technique than traditional recognition system. Biometric iris recognition system is most secure and reliable than other biometric recognition system. Hence, we use...
Security against attacks in TOR networks
TOR( The Onion Router) network is a system that provide anonymity for its client by routing the client packets via various volunteering networks, such routing conceals the clients location & activity thus making traf...
Rule Based Exception Handling and Priority Modeling For Diabetes Management Using Ontology and SWRL
Increase treatment quality is the most challenging task because clinical status of the patient and circumstances inside a healthcare organization constantly change. In this paper we present a Rule based Exception handlin...
A Novel Approach for Web Document Classification
The web is a huge repository of information and there is a need for categorizing web documents to facilitate the search and retrieval of documents. Web document classification plays an important role in information organ...
A Review of various Software Project Scheduling techniques
Software project scheduling is one of the most important scheduling areas faced by software project management team. For a successful project, both software engineering and software management are very necessary. To comp...