SIGIR '93 Proceedings of the 16th 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
Towards a multimedia World-Wide Web information retrieval engine
Selected papers from the sixth international conference on World Wide Web
Local Feedback in Full-Text Retrieval Systems
Journal of the ACM (JACM)
Improving the effectiveness of information retrieval with local context analysis
ACM Transactions on Information Systems (TOIS)
The Quadtree and Related Hierarchical Data Structures
ACM Computing Surveys (CSUR)
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
PicASHOW: pictorial authority search by hyperlinks on the web
ACM Transactions on Information Systems (TOIS)
Web mining for web image retrieval
Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining
Modern Information Retrieval
Intelligent Indexing and Semantic Retrieval of Multimodal Documents
Information Retrieval
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
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)
Combining Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web
CBAIVL '98 Proceedings of the IEEE Workshop on Content - Based Access of Image and Video Libraries
Cell histograms versus color histograms for image representation and retrieval
Knowledge and Information Systems
A bootstrapping approach to annotating large image collection
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Multi-model similarity propagation and its application for web image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Probabilistic web image gathering
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Web image indexing by using associated texts
Knowledge and Information Systems
Semantic concept-based query expansion and re-ranking for multimedia retrieval
Proceedings of the 15th international conference on Multimedia
Querying color images using user-specified wavelet features
Knowledge and Information Systems
Pagerank for product image search
Proceedings of the 17th international conference on World Wide Web
The PicToSeek WWW Image Search System
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
Automatic keyphrase extraction from scientific articles
Language Resources and Evaluation
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This paper discusses techniques for improving the performance of keyword-based web image queries. Firstly, a web page is segmented into several text blocks based on semantic cohesion. The text blocks which contain web images are taken as the associated texts of corresponding images and TF*IDF model is initially used to index those web images. Then, for each keyword, both relevant web image set and irrelevant web image set are selected according to their TF*IDF values. And visual feature distributions of both positive image and negative image are modeled using Gaussian Mixture Model. An image’s relevance to the keyword with respect to visual feature is thus defined as the ratio of positive distribution density over negative distribution density. We combine the text-based relevance model with visual feature relevance model to improve the performance. Thirdly, a query expansion model is used to improve the performance further. Expansion terms are selected according to their cooccurrences with the query terms in the top-relevant set of the original query. Our experiments show that our approach yield significant improvement over the traditional keyword based query model.