Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Image retrieval by hypertext links
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Link-based and content-based evidential information in a belief network model
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using thumbnails to search the Web
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
AMORE: A World Wide Web image retrieval engine
World Wide Web
ImageRover: A Content-Based Image Browser for the World Wide Web
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
WebSeer: An Image Search Engine for the World Wide Web
WebSeer: An Image Search Engine for the World Wide Web
Image Retrieval Using Multiple Evidence Ranking
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Multi-model similarity propagation and its application for web image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
The infocious web search engine: improving web searching through linguistic analysis
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Improve web search using image snippets
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Improving Web search using image snippets
ACM Transactions on Internet Technology (TOIT)
A user-oriented webpage ranking algorithm based on user attention time
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Accessible image search for colorblindness
ACM Transactions on Intelligent Systems and Technology (TIST)
A multiple instance approach for keyword-based retrieval in un-annotated image database
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
| Hi-index | 0.00 |
Web search is a challenging task. Previous research mainly exploits texts on the Web pages or link information between the pages, while multimedia information is largely ignored. This paper proposes a new framework for Web search, which exploits image contents to help improve the search performance. In this framework, candidate images are retrieved at first by considering their associated text information. Then, images related to the query are identified by analyzing the density of the visual feature space. After that, an image-based rank of the Web pages is generated, which is combined with the traditional keyword-based search result to produce the final search result. Experiments demonstrate the promise of the proposed framework.