Analysis Of Reranking Techniques For Web Image Search With Attribute –Assisted
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2016, Vol 4, Issue 9
Abstract
Many commercial search engines such as Google, Yahoo and Bing have been adopted this strategy. The search engines are mostly based on text and constrained due to user search by keyword which results into ambiguity among images. The noisy or irrelevant images may be present in the retrieved results. The purpose of web image search re-ranking is to reorder retrieved elements to get optimal rank list. The existing visual reranking schemes improve text-based search results by making the use of visual information. These methods are based on low-level visual features, and do not take into account the semantic relationship among images. Semantic attribute assisted re-ranking is proposed for web image search. Using the classifiers for predefined attributes, each image is represented by attribute features. The hypergraph is used to model the relationship between images. Hypergraph ranking is carried out to order the images. The basic principle is that similar images should have similar ranking. This paper presents a detail review of different image retrieval and reranking approaches. The purpose of the survey is to provide an overview and analysis of the functionality, merits, and demerits of the existing image reranking systems, which can be useful for researchers for developing effective system with more accuracy.
Authors and Affiliations
Kiranmai Madireddi| M.Tech (CSE) Student, Nimra College of Engineering & Technology, A.P., India, P. Lakshmana Rao| Assistant Professor, Dept. of Computer Science & Engineering, Nimra College of Engineering & Technology, A.P., India, Sayeed Yasin| Associate professor & Head, Dept. of Computer Science & Engineering, Nimra College of Engineering & Technology, A.P., India
Keywords
Related Articles
- EP ID EP16795
- DOI -
- Views 401
- Downloads 7
Design and implementation of Traffic Flow based Street Light Control System with effective utilization of solar energy
Street Light Control System which operates automatically is not only easiest but also the intelligent system. This system can be set to operate in automatic mode, which regulates the streetlight according to detectio...
Signature Searching Concerning Association Assortment of Files
Signature is the example that you search for inside an information parcel. A signature is utilized to recognize one or numerous sorts of assaults. Signatures may be available in distinctive parts of an information pa...
Advances the Forward Security in Parallel Network File System using An Efficient and Reliable Key Exchange Protocols
In parallel file system we can disperse data over numerous nodes to permit simultaneous access by various errands of a parallel application. By play out the numerous errands in a parallel system is commonly to reduce...
Power Quality Improvement in Utility Grid using Single Phase Micro Sources, DSTATCOM and Distributed Generators
This paper proposes to improve the power quality in a utility connected grid by using converter based single phase micro sources. The voltage unbalance can be severe if single-phase rooftop mounted PVs are distribute...
Social Closeness Based Private Coordinating Conventions for Online Informal Organizations
The hazardous development of Online Interpersonal organizations in the course of recent years has re-imagined the way individuals collaborate with existing companions and particularly make new companions. A few works...