This paper illustrates how taking advantage of user studies highlighting the user requirements can lead to the selection of suitable visual features in image search systems. The results of a study to identify pertinent visual features to enhance a text-based press photo search system used by journalists are presented. A requirement was that the visual features should be intuitively understandable by the journalists. This feature selection task is approached by first determining the journalists' photo searching requirements based on a published user study. These requirements are then mapped to suitable visual features. The emphasis was on identifying suitable and intuitive low-level features, as these can be rapidly implemented in the existing text-based image search system. Results demonstrating the use of the selected features are shown. © 2009 IEEE.

Translating Journalists’s Requirements into Features for Image Search

Sebe, Niculae;
2009-01-01

Abstract

This paper illustrates how taking advantage of user studies highlighting the user requirements can lead to the selection of suitable visual features in image search systems. The results of a study to identify pertinent visual features to enhance a text-based press photo search system used by journalists are presented. A requirement was that the visual features should be intuitively understandable by the journalists. This feature selection task is approached by first determining the journalists' photo searching requirements based on a published user study. These requirements are then mapped to suitable visual features. The emphasis was on identifying suitable and intuitive low-level features, as these can be rapidly implemented in the existing text-based image search system. Results demonstrating the use of the selected features are shown. © 2009 IEEE.
2009
VSMM 09, Proceedings of the 2009. 15th International Conference on Virtual Systems and Multimedia
Los Alamitos
IEEE Computer Society
9780769537900
J., Stöttinger; J., Banova; T., Ponitz; Sebe, Niculae; A., Hanbury
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/79176
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