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%.

Brambilla, C., Ciocca, G., Cusano, C., Schettini, R. (2003). Semantic labeling of digital photos by classification. In Internet Imaging IV, 2003 (pp.296-303).

Semantic labeling of digital photos by classification

CIOCCA, GIANLUIGI;CUSANO, CLAUDIO;SCHETTINI, RAIMONDO
2003

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%.
semantic, labeling, digital, photos, classification
English
Internet Imaging IV, 2003
9780819448187
Brambilla, C., Ciocca, G., Cusano, C., Schettini, R. (2003). Semantic labeling of digital photos by classification. In Internet Imaging IV, 2003 (pp.296-303).
Brambilla, C; Ciocca, G; Cusano, C; Schettini, R
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/23860
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