Automatic Rating and Selection of Digital Photographs

Conference Paper · December 2009with12 Reads
DOI: 10.1007/978-3-642-10543-2_23 · Source: DBLP
Conference: Semantic Multimedia, 4th International Conference on Semantic and Digital Media Technologies, SAMT 2009, Graz, Austria, December 2-4, 2009, Proceedings

    Abstract

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