A Prototype System using Lexical Chains for Web Images Retrieval Based on Text Description and Visual Features
Journal Title: International Journal on Computer Science and Engineering - Year 2012, Vol 4, Issue 5
Abstract
Content Based Image Retrieval, in the current scenario has not been analyzed adequate in the existing system. Here, we implement a prototype system for web based image retrieval. The system is based on description of images by lexical chains which are extracted from text related images in a web page. In this paper, we provide Relevance Feedback (RF) techniques that aim to the real world user requirements. The relevance feedback techniques, based on image text description are expanded to support image retrieval by combining textual and visual features. All the feedback techniques are implemented and compared with precision and recall criteria. The experimental results prove that retrieval methods that makes use of both text and visual features achieve overall better results than methods based only on image’s text description.
Authors and Affiliations
Dr. K. V. Ramana , Chiranjeevi Palaparthi , Mahaboob Basha Mula , Satya Krishna Pepakayala
Keywords
Related Articles
- EP ID EP119642
- DOI -
- Views 130
- Downloads 0
Investigations and Performance Evaluation of Dynamic Routing Protocol with New Proposed Protocol for WAN
Routing is a relevant issue for maintaining good performance and successfully operating in a network. Routing Protocols allow routers to dynamically advertise and learn routes, determine which routes are available and wh...
Demographic Data Assessment using Novel 3DCCOM Spatial Hierarchical Clustering: A Case Study of Sonipat Block, Haryana
Cluster detection is a tool employed by GIS scientists who specialize in the field of spatial analysis. This study employed a combination of GIS, RS and a novel 3DCCOM spatial data clustering algorithm to assess the rura...
Privacy for Semantic Web Mining using Advanced DSA – Spatial LBS Case Study
The Web Services paradigm promises to enable rich flexible d dynamic interoperation of highly distributed, eterogeneous etwork enabled services. The idea of Web ervices Mining that t makes use of the findings in the fiel...
Global Chaos Synchronization of Hyperchaotic Lorenz and Hyperchaotic Chen Systems by Adaptive Control
In this paper, we apply adaptive control method to derive new results for the global chaos synchronization of identical hyperchaotic Lorenz systems (2007), identical hyperchaotic Chen systems (2010) and non-identical hyp...
Performance Evaluation of L3 Handover Latency in MIPv6
Recent years in the field of mobile communications have brought two significant requirements – seamless service delivery and Quality of Service provisioning. Seamless mobility goes hand in hand with Mobile IPv6 protocol...