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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>
Conference Paper
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.