Large Image Collections – Comprehension and Familiarization by Interactive Visual Analysis (CROSBI ID 668345)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Matković, Krešimir ; Gračanin, Denis ; Freiler, Wolfgang ; Banova, Jana ; Hauser, Helwig
engleski
Large Image Collections – Comprehension and Familiarization by Interactive Visual Analysis
Large size and complex multi-dimensional characteristics of image collections demand a multifaceted approach to exploration and analysis providing better comprehension and appreciation. We explore large and complex data-sets composed of images and parameters describing the images. We describe a novel approach providing new and exciting opportunities for the exploration and understanding of such data-sets. We utilize coordinated, multiple views for interactive visual analysis of all parameters. Besides iterative refinement and drill-down in the image parameters space, exploring such data-sets requires a different approach since visual content cannot be completely parameterized. We simultaneously brush the visual content and the image parameter values. The user provides a visual hint (using an image) for brushing in addition to providing a complete image parameters specification. We illustrate our approach on a data-set of more than 26, 000 images from <em>Flickr</em> . The developed approach can be used in many application areas, including sociology, marketing, or everyday use.
Interactive Visual Analysis, Coordinated Multiple Views. Large Image Collections.
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Podaci o prilogu
15-26.
2009.
objavljeno
10.1007/978-3-642-02115-2_2
Podaci o matičnoj publikaciji
Proceedings of the 10th International Symposium on Smart Graphics
Butz, Andreas ; Fisher, Brian ; Christie, Marc ; Krüger, Antonio ; Olivier, Patrick ; Therón, Roberto
Berlin: Springer
978-3-642-02114-5
Podaci o skupu
10th International Symposium on Smart Graphics
predavanje
28.05.2009-30.05.2009
Salamanca, Španjolska