International Journal of Emerging Trends & Technology in Computer Science
A Motivation for Recent Innovation & Research
ISSN 2278-6856
www.ijettcs.org

Call for Paper, Published Articles, Indexing Infromation Image Search Re-ranking based on Prototype, Authors : Ms. Deepali.M.Jalkote , Mr.Pravin P.Kalyankar, International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), www.ijettcs.org
Volume & Issue no: Volume 4, Issue 2, March - April 2015

Title:
Image Search Re-ranking based on Prototype
Author Name:
Ms. Deepali.M.Jalkote , Mr.Pravin P.Kalyankar
Abstract:
Abstract Till now whatever the methods are available for image search are based on the text provided in the search. but such kind of image search re-ranking suffer from unreliability because the resulting images contain more irrelevant images that of the serach. Hence the re-ranking concept arises to re-rank the retrieved images based on the text surrounding the image and metadata and visual feature. In this paper, we propose an “Image Search Re-ranking Based on Prototype” a prototype based method to learn reranking function from human labeled samples . Based on images obtained in initial search result , visual prototype will be generated. Each prototype is used to construct a meta reranker to produce a reranking score for any other image from initial set. Finally all scores from all meta rerankers are aggregated. For visual reranking we use SVM algorithm. Keywords: reranking ,meta reranker , visual re-ranking, Prototype Based Reranking, image search, noise ,SVM, supervised learning.
Cite this article:
Ms. Deepali.M.Jalkote , Mr.Pravin P.Kalyankar , " Image Search Re-ranking based on Prototype " , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), Volume 4, Issue 2, March - April 2015 , pp. 117-120 , ISSN 2278-6856.
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