creators_name: Chi, Mingmin
creators_name: Zhang, Peiwu
creators_name: Zhao, Yingbin
creators_name: Feng, Rui
creators_name: Xue, Xiangyang
type: conference_item
datestamp: 2009-04-06 19:14:02
lastmod: 2009-04-14 04:37:12
metadata_visibility: show
title: Web Image Retrieval ReRanking with Multi-view Clustering
ispublished: pub
full_text_status: public
pres_type: poster
abstract: General image retrieval is often carried out by a text-based search engine, such as Google Image Search. In this case, natural language queries are used as input to the search engine. Usually, the user queries are quite ambiguous and the returned results are not well-organized as the ranking often done by the popularity of an image. In order to address these problems, we propose to use both textual and visual contents of retrieved images to reRank web retrieved results. In particular, a machine learning technique, a multi-view clustering algorithm is proposed to reorganize the original results provided by the text-based search engine. Preliminary results validate the effectiveness of the proposed framework.
date: 2009-04
pagerange: 1189-1189
event_title: 18th International World Wide Web Conference
event_location: Madrid, Spain
event_dates: April 20th-24th, 2009
event_type: conference
refereed: TRUE
citation: Chi, Mingmin <http://www2009.eprints.org/view/author/Chi=3AMingmin=3A=3A.html> and Zhang, Peiwu <http://www2009.eprints.org/view/author/Zhang=3APeiwu=3A=3A.html> and Zhao, Yingbin <http://www2009.eprints.org/view/author/Zhao=3AYingbin=3A=3A.html> and Feng, Rui <http://www2009.eprints.org/view/author/Feng=3ARui=3A=3A.html> and Xue, Xiangyang <http://www2009.eprints.org/view/author/Xue=3AXiangyang=3A=3A.html> (2009) Web Image Retrieval ReRanking with Multi-view Clustering. In: 18th International World Wide Web Conference, April 20th-24th, 2009, Madrid, Spain.
document_url: http://www2009.eprints.org/175/1/p1189.pdf