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Proceedings Paper

Semantic labeling of digital photos by classification
Author(s): Gianluigi Ciocca; Claudio Cusano; Raimondo Schettini; Carla Brambilla
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Paper Abstract

The paper addresses the problem of annotating photographs with broad semantic labels. To cope with the great variety of photos available on the WEB we have designed a hierarchical classification strategy which first classifies images as pornographic or not-pornographic. Not-pornographic images are then classified as indoor, outdoor, or close-up. On a database of over 9000 images, mostly downloaded from the web, our method achieves an average accuracy of close to 90%.

Paper Details

Date Published: 10 January 2003
PDF: 8 pages
Proc. SPIE 5018, Internet Imaging IV, (10 January 2003); doi: 10.1117/12.476186
Show Author Affiliations
Gianluigi Ciocca, TIM-ITC CNR (Italy)
Claudio Cusano, TIM-ITC CNR (Italy)
Raimondo Schettini, DISCO, Univ. of Milano Bicocca (Italy)
Carla Brambilla, IMATI-CNR (Italy)

Published in SPIE Proceedings Vol. 5018:
Internet Imaging IV
Simone Santini; Raimondo Schettini, Editor(s)

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