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Automatic Rating and Selection of Digital Photographs

: Kormann, D.; Dunker, P.; Paduschek, R.


Chua, T.-S.:
Semantic multimedia : 4th International Conference on Semantic and Digital Media Technologies, SAMT 2009, Graz, Austria, December 2 - 4, 2009 ; proceedings
Berlin: Springer, 2009 (Lecture Notes in Computer Science 5887)
ISBN: 978-3-642-10543-2
ISBN: 3-642-10542-4
ISBN: 978-3-642-10542-5
ISSN: 0302-9743
International Conference on Semantic and Digital Media Technologies (SAMT) <4, 2009, Graz>
Fraunhofer IDMT ()

This paper presents methods for automatically rating and selecting digital photographs. The importance of each photograph is estimated by analyzing its content as well as its time-metadata. The presence of people is estimated by combining face and skin detection. Finally, the appeal of each photograph is calculated using a trained SVM classifier. The results of a conducted user study show that the automatically obtained rating coincides well with the perception of the test persons.