Benchmarking for Content-Based Visual Information Search
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New trends and ideas in visual concept detection: the MIR flickr retrieval evaluation initiative
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Ptolemaic indexing of the signature quadratic form distance
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Parameterized earth mover's distance for efficient metric space indexing
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Evaluation platform for content-based image retrieval systems
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Context seeking with social tags
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MM '11 Proceedings of the 19th ACM international conference on Multimedia
Transfer tagging from image to video
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Shared feature extraction for semi-supervised image classification
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Shared feature extraction for semi-supervised image classification
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PhotoFeel: feeling your photo collection with graph-based audiovisual flocking
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Effective transfer tagging from image to video
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Sorting JPEG images at a glance
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Robust image annotation via simultaneous feature and sample outlier pursuit
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Co-regularized ensemble for feature selection
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Active learning with multi-label SVM classification
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Learning descriptive visual representation by semantic regularized matrix factorization
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Personalized tag recommendation based on generalized rules
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World-wide scale geotagged image dataset for automatic image annotation and reverse geotagging
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Fashion 10000: an enriched social image dataset for fashion and clothing
Proceedings of the 5th ACM Multimedia Systems Conference
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In most well known image retrieval test sets, the imagery typically cannot be freely distributed or is not representative of a large community of users. In this paper we present a collection for the MIR community comprising 25000 images from the Flickr website which are redistributable for research purposes and represent a real community of users both in the image content and image tags. We have extracted the tags and EXIF image metadata, and also make all of these publicly available. In addition we discuss several challenges for benchmarking retrieval and classification methods.