Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 11, November 2016
A Survey Paper on To Retrieve the Relevant Images according to Re-Ranking of Images with Click based Similarity and Typicality
Deepak B. Waghchaure, K. N. Shedge
Searching performance can be improved with image re-ranking. Search engines provide the results according to top ranked set of images. The result set is processed and rearranged by using some specific features. Search engines like Google and Bing uses this concept of re-ranking. In these search engines initially textual query is processed and then pool of images are retrieved for the text query. A query image is selected from the pool and according to visual features of the query image, the pool of images are re-ranked. To get semantic signatures, the visual features are projected with semantic space specified by query. Proposed approach enhances matching efficiency of query specific semantic signatures. Similarities of visual features do not well correlate with image semantics. The visual features of images are projected into their related semantic spaces to get semantic signatures. At the online stage, images are re-ranked by comparing their semantic signatures obtained from the semantic space specified by the query. Thus proposed image re-ranking framework using query specific semantic signature improves both the accuracy and the efficiency of retrieval. A semantic signature is a list associated with an administered metadata object.
Keywords: Reference classes, re-ranking, Visual Features, semantic space and signature
Edition: Volume 5 Issue 11, November 2016
Pages: 1578 - 1582
How to Cite this Article?
Deepak B. Waghchaure, K. N. Shedge, "A Survey Paper on To Retrieve the Relevant Images according to Re-Ranking of Images with Click based Similarity and Typicality", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20163149, Volume 5 Issue 11, November 2016, 1578 - 1582
120 PDF Views | 95 PDF Downloads
Similar Articles with Keyword 'Reference classes'
| Weekly Popularity: ⮙1
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1578 - 1582A Survey Paper on To Retrieve the Relevant Images according to Re-Ranking of Images with Click based Similarity and Typicality
Deepak B. Waghchaure, K. N. Shedge
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 1810 - 1813Intelligent Semantic Web Image Search Engine
Soorya P. S., Soya Chandra C.S.
Similar Articles with Keyword 're-ranking'
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 1721 - 1725A Novel Bag-of-Object Retrieval Model To Predict Image Relevance
Gouri K. Ghadge, G. J. Chhajed
| Weekly Popularity: ⮙1
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1578 - 1582A Survey Paper on To Retrieve the Relevant Images according to Re-Ranking of Images with Click based Similarity and Typicality
Deepak B. Waghchaure, K. N. Shedge
| Weekly Popularity: ⮙2
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2297 - 2299Measuring and Comparing Semantic Structure of Ontology
Nirmitee N. Kurhekar, Prof. L. J. Sankpal
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015
Pages: 2623 - 2626A Novel Image Searching/Retrieving Approach using Sample Image and Text
Apurva S. Gomashe, R. R. Keole
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1006 - 1010Attribute Based Image Search Re-Ranking
Snehal S Patil, Ajay Dani
Similar Articles with Keyword 'Visual Features'
| Weekly Popularity: ⮙1
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1578 - 1582A Survey Paper on To Retrieve the Relevant Images according to Re-Ranking of Images with Click based Similarity and Typicality
Deepak B. Waghchaure, K. N. Shedge
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1006 - 1010Attribute Based Image Search Re-Ranking
Snehal S Patil, Ajay Dani
| Weekly Popularity: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2192 - 2195Web-based Image Search using Query-Specific Semantic Signatures
Dipak Pardhi, Prajakta Raghunath Pachpande
| Weekly Popularity: ⮙2
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 2407 - 2409A Review on Content-Based Image Retrieval from Videos using Self Learning Object Dictionary
Vrushali A. Wankhede, Prakash S. Mohod
| Weekly Popularity: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013
Pages: 123 - 128Hybrid Approach For Image Search Reranking
Sabitha M G, R Hariharan