Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
The nature of statistical learning theory
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Improving automatic query expansion
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A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
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Photograph retrieval and classification by visual keywords and thesaurus
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Normalized Cuts and Image Segmentation
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Content-Based Image Retrieval at the End of the Early Years
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A vector space model for automatic indexing
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SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Information Retrieval
Modern Information Retrieval
Human-Computer Interaction
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Introduction to Modern Information Retrieval
How do people manage their digital photographs?
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Background Removal in Image Indexing and Retrieval
ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing
Automatic Identification of Perceptually Important Regions in an Image
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
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ICIAP '01 Proceedings of the 11th International Conference on Image Analysis and Processing
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ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
Classification of user image descriptions
International Journal of Human-Computer Studies
A model for weighting image objects in home photographs
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Effective and efficient object-based image retrieval using visual phrases
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Semantic Modeling of Natural Scenes for Content-Based Image Retrieval
International Journal of Computer Vision
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Comparison of multiepisode video summarization algorithms
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Classifier fusion for SVM-based multimedia semantic indexing
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Using visual-textual mutual information and entropy for inter-modal document indexing
ECIR'07 Proceedings of the 29th European conference on IR research
Recognizing objects and scenes in news videos
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Natural scene image modeling using color and texture visterms
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
A relational vector space model using an advanced weighting scheme for image retrieval
Information Processing and Management: an International Journal
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
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The increase of digital image and video acquisition devices, combined with the growth of the World Wide Web, requires the definition of user-relevant similarity matching methods providing meaningful access to documents searched by users among large amounts of data. The aim of our work is to define media objects for document description suited to images and videos, integrating a user-centered definition of importance for similarity matching. The importance is defined according to criteria and hypotheses, which have been experimentally validated. This leads to a definition of a weighting scheme for media objects (based on objects size, position, and scene homogeneity), which has also been validated with users in a second experiment. This model allows for meaningful similarity matching between document pairs and between users' queries and documents.