Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
A compact and efficient image retrieval approach based on border/interior pixel classification
Proceedings of the eleventh international conference on Information and knowledge management
Image Indexing Using Color Correlograms
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Color Descriptors for Web Image Retrieval: A Comparative Study
SIBGRAPI '08 Proceedings of the 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing
FCTH: Fuzzy Color and Texture Histogram - A Low Level Feature for Accurate Image Retrieval
WIAMIS '08 Proceedings of the 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services
CrowdReranking: exploring multiple search engines for visual search reranking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
An efficient garment visual search based on shape context
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
Lightweight web image reranking
MM '09 Proceedings of the 17th ACM international conference on Multimedia
CEDD: color and edge directivity descriptor: a compact descriptor for image indexing and retrieval
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Co-reranking by mutual reinforcement for image search
Proceedings of the ACM International Conference on Image and Video Retrieval
iLike: integrating visual and textual features for vertical search
Proceedings of the international conference on Multimedia
The stanford mobile visual search data set
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Learning to re-rank: query-dependent image re-ranking using click data
Proceedings of the 20th international conference on World wide web
Exploiting contextual spaces for image re-ranking and rank aggregation
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Dynamic two-stage image retrieval from large multimodal databases
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Content based image retrieval with LIRe
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Overview of the MPEG-7 standard
IEEE Transactions on Circuits and Systems for Video Technology
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In this article we address the problem of searching for products using an image as query, instead of the more popular approach of searching by textual keywords. With the fast development of the Internet, the popularization of mobile devices and e-commerce systems, searching specific products by image has become an interesting research topic. In this context, Content-Based Image Retrieval (CBIR) techniques have been used to support and enhance the customer shopping experience. We propose an image re-ranking strategy based on multimedia information available on product databases. Our re-ranking strategy relies on category and textual information associated to the top-k images of an initial ranking computed purely with CBIR techniques. Experiments were carried out with users' relevance judgment on two image datasets collected from e-commerce Web sites. Our results show that our re-ranking strategy outperforms the baselines when using only CBIR techniques.