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Visual information seeking: tight coupling of dynamic query filters with starfield displays
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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Rapid serial visual presentation: a space-time trade-off in information presentation
AVI '00 Proceedings of the working conference on Advanced visual interfaces
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Does organisation by similarity assist image browsing?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
The state of the art in automating usability evaluation of user interfaces
ACM Computing Surveys (CSUR)
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Emergent Semantics through Interaction in Image Databases
IEEE Transactions on Knowledge and Data Engineering
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VISUAL '00 Proceedings of the 4th International Conference on Advances in Visual Information Systems
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IV '00 Proceedings of the International Conference on Information Visualisation
Evaluating a Visualization of Image Similarity as a Tool for Image Browsing
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
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Pattern Recognition
Browsing visual collections using graphs
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Visual islands: intuitive browsing of visual search results
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A survey of browsing models for content based image retrieval
Multimedia Tools and Applications
A novel approach to enable semantic and visual image summarization for exploratory image search
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Foundations and Trends in Information Retrieval
An Interactive Image Feature Visualization System for Supporting CBIR Study
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
JustClick: personalized image recommendation via exploratory search from large-scale Flickr images
IEEE Transactions on Circuits and Systems for Video Technology
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ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
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Proceedings of the 20th ACM international conference on Multimedia
Interactive browsing of image repositories
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AMT'12 Proceedings of the 8th international conference on Active Media Technology
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Image collections are getting larger and larger. To access those collections, systems for managing, searching, and browsing are necessary. Visualization plays an essential role in such systems. Existing visualization systems do not analyze all the problems occurring when dealing with large visual collections. In this paper, we make these problems explicit. From there, we establish three general requirements: overview, visibility, and structure preservation. Solutions for each requirement are proposed, as well as functions balancing the different requirements. We present an optimal visualization scheme, supporting users in interacting with large image collections. Experimental results with a collection of 10,000 Corel images, using simulated user actions, show that the proposed scheme significantly improves performance for a given task compared to the 2D grid-based visualizations commonly used in content-based image retrieval.