Title :
Personalized representative image selection for shared photo albums
Author :
Guldogan, E. ; Kangas, Jari ; Gabbouj, Moncef
Author_Institution :
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
In this paper, we present a novel method for personalizing the representative image selection using visual modeling and user statistics. For a given shared image album, a set of images that have the highest interest for a single user are determined. A personalized visual model is created using the given “interest set” to be able to select the most representative image(s) for that user from that album. The experiments show satisfactory performance in the task of representative image selection.
Keywords :
image representation; photography; statistical analysis; personalized representative image selection; personalized visual model; shared image album; user statistics; Databases; Feature extraction; Image color analysis; Multimedia communication; Signal processing; Vectors; Visualization; Personalized Image selection; personalized summarization;
Conference_Titel :
Computer Applications Technology (ICCAT), 2013 International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4673-5284-0
DOI :
10.1109/ICCAT.2013.6522035
