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Experimental Evaluation in Visual Information Retrieval

Springer Berlin,
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Here is a collection of texts centered on the evaluation of image retrieval systems. Highlights issues and challenges in evaluating image retrieval systems and describes various initiatives that provide researchers with the necessary evaluation resources.


Titel: ImageCLEF
Autoren/Herausgeber: Henning Müller, Paul Clough, Thomas Deselaers, Barbara Caputo (Hrsg.)
Aus der Reihe: The Information Retrieval Series
Ausgabe: 2010

ISBN/EAN: 9783642264634

Seitenzahl: 544
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 866 g
Sprache: Englisch

The pervasive creation and consumption of content, especially visual content, is ingrained into our modern world. We’re constantly consuming visual media content, in printed form and in digital form, in work and in leisure pursuits. Like our cave– man forefathers, we use pictures to record things which are of importance to us as memory cues for the future, but nowadays we also use pictures and images to document processes; we use them in engineering, in art, in science, in medicine, in entertainment and we also use images in advertising. Moreover, when images are in digital format, either scanned from an analogue format or more often than not born digital, we can use the power of our computing and networking to exploit images to great effect. Most of the technical problems associated with creating, compressing, storing, transmitting, rendering and protecting image data are already solved. We use - cepted standards and have tremendous infrastructure and the only outstanding ch- lenges, apart from managing the scale issues associated with growth, are to do with locating images. That involves analysing them to determine their content, clas- fying them into related groupings, and searching for images. To overcome these challenges we currently rely on image metadata, the description of the images, - ther captured automatically at creation time or manually added afterwards. - Newsletter
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