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Egocentric video personalization in cultural experiences scenarios

Abstract: In this paper we propose a novel approach for egocentric video personalization in a cultural experience scenario, based on shots automatic labelling according to different semantic dimensions, such as web leveraged knowledge of the surrounded cultural Points Of Interest, information about stops and moves, both relying on geolocalization, and camera’s wearer behaviour. Moreover we present a video personalization web system based on shots multi-dimensional semantic classification, that is designed to aid the visitor to browse and to retrieve relevant information to obtain a customized video. Experimental results show that the proposed techniques for video analysis achieve good performances in unconstrained scenario and user evaluation tests confirm that our solution is useful and effective.


Varini, Patrizia; Serra, Giuseppe; Cucchiara, Rita "Egocentric video personalization in cultural experiences scenarios" Image Analysis and Processing — ICIAP 2015, LECTURE NOTES IN COMPUTER SCIENCE, vol. 9279, Genova, pp. 694 -704 , 7-11 September 2015, 2015 DOI: 10.1007/978-3-319-23231-7_62

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