Using clustering and visualization for refining the results of a WWW image search engine
Proceedings of the 1998 workshop on New paradigms in information visualization and manipulation
Does organisation by similarity assist image browsing?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Browse and Search Patterns in a Digital Image Database
Information Retrieval
Faceted metadata for image search and browsing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Learning to cluster web search results
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Effective browsing of web image search results
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Grouping web image search result
Proceedings of the 12th annual ACM international conference on Multimedia
Hierarchical clustering of WWW image search results using visual, textual and link information
Proceedings of the 12th annual ACM international conference on Multimedia
IGroup: web image search results clustering
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
CueFlik: interactive concept learning in image search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Generating diverse and representative image search results for landmarks
Proceedings of the 17th international conference on World Wide Web
Image clustering based on a shared nearest neighbors approach for tagged collections
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
ContextSeer: context search and recommendation at query time for shared consumer photos
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Semantic keyword-based retrieval of photos taken with mobile devices
Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia
Visual diversification of image search results
Proceedings of the 18th international conference on World wide web
Designing Novel Image Search Interfaces by Understanding Unique Characteristics and Usage
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II
Automatic textile image annotation by predicting emotional concepts from visual features
Image and Vision Computing
Visual cube and on-line analytical processing of images
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
iLike: integrating visual and textual features for vertical search
Proceedings of the international conference on Multimedia
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Towards the semantic and context-aware management of mobile multimedia
Multimedia Tools and Applications
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Using ephemeral clustering and query logs to organize web image search results on mobile devices
IMMPD '11 Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
Intelligent photo clustering with user interaction and distance metric learning
Pattern Recognition Letters
A non-parametric visual-sense model of images--extending the cluster hypothesis beyond text
Multimedia Tools and Applications
CASIS: a system for concept-aware social image search
Proceedings of the 21st international conference companion on World Wide Web
Google image swirl: a large-scale content-based image visualization system
Proceedings of the 21st international conference companion on World Wide Web
Multimedia Tools and Applications
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
CIDER: Concept-based image diversification, exploration, and retrieval
Information Processing and Management: an International Journal
Automatic semantic annotation by using fuzzy theory for natural images
International Journal of Wireless and Mobile Computing
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
Clustering results of image searches by annotations and visual features
Telematics and Informatics
Hi-index | 0.01 |
Current web image search engines still rely on user typing textual description: query word(s) for visual targets. As the queries are often short, general or even ambiguous, the images in resulting pages vary in content and style. Thus, browsing with these results is likely to be tedious, frustrating and unpredictable. IGroup, a proposed image search engine addresses these problems by presenting the result in semantic clusters. The original result set was clustered in semantic groups with a cluster name relevant to user typed queries. Instead of looking through the result pages or modifying queries, IGroup users can refine findings to the interested sub-result sets with a navigational panel, where each cluster (sub-result set) was listed with a cluster name and representative thumbnails of the cluster. We compared IGroup with a general web image search engine: MSN, in term of efficiency, coverage, and satisfaction with a substantial user study. Our tool shows significant improvement in such criteria.