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).
Citazione: | Brambilla, C., Ciocca, G., Cusano, C., & Schettini, R. (2003). Semantic labeling of digital photos by classification. In Internet Imaging IV, 2003 (pp.296-303). | |
Carattere della pubblicazione: | Scientifica | |
Titolo: | Semantic labeling of digital photos by classification | |
Autori: | Brambilla, C; Ciocca, G; Cusano, C; Schettini, R | |
Autori: | ||
Data di pubblicazione: | 2003 | |
Lingua: | English | |
Nome del convegno: | Internet Imaging IV, 2003 | |
ISBN: | 9780819448187 | |
Serie: | SPIE | |
Appare nelle tipologie: | 02 - Intervento a convegno |