ABSTRACT
Recent egocentric video summarization approaches have dealt with motion analysis and social interaction without considering that user can be interested in preserving only part of the video related to his interests. In this paper we propose a new method for personalized video summarization of cultural experiences with the goal of extracting from the streams only the scenes corresponding to a user's specific topics request, chosen among the shots in which it's possible to deduce that the visitor was focusing on a point of interest. Preliminary experiments show that our approach is promising and allows visitor to better customize the summary of his experience.
- S. Antani, R. Kasturi, and R. Jain. A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. Pattern Recognition, 35(4):945--965, 2002.Google ScholarCross Ref
- F. Crété-Roffet, T. Dolmiere, P. Ladret, M. Nicolas, et al. The blur effect: Perception and estimation with a new no-reference perceptual blur metric. In Proc. of SPIE, 2007.Google Scholar
- J. M. Henderson. Regarding scenes. Current Directions in Psychological Science, 16(4):219--222, 2007.Google ScholarCross Ref
- Y. J. Lee, J. Ghosh, and K. Grauman. Discovering important people and objects for egocentric video summarization. In Proc. of CVPR, 2012. Google ScholarDigital Library
- Z. Lu and K. Grauman. Story-driven summarization for egocentric video. In Proc. of CVPR, 2013. Google ScholarDigital Library
- D. Potapov, M. Douze, Z. Harchaoui, and C. Schmid. Category-specific video summarization. In Proc. of ECCV, 2014.Google ScholarCross Ref
- S. Yeung, A. Fathi, and L. Fei-Fei. Videoset: Video summary evaluation through text. CoRR, abs/1406.5824, 2014.Google Scholar
Index Terms
- Personalized Egocentric Video Summarization for Cultural Experience
Recommendations
Egocentric Video Summarization of Cultural Tour based on User Preferences
MM '15: Proceedings of the 23rd ACM international conference on MultimediaIn this paper, we propose a new method to obtain customized video summarization according to specific user preferences. Our approach is tailored on Cultural Heritage scenario and is designed on identifying candidate shots, selecting from the original ...
Rushes video summarization using audio-visual information and sequence alignment
TVS '08: Proceedings of the 2nd ACM TRECVid Video Summarization WorkshopThis paper describes our system and methodologies for the BBC rushes video summarization task of TRECVID 2008. The procedure of the system is composed of three major steps: shot detection, irrelevant and repetitive subshot removal, and final summary ...
Multi-document video summarization
ICME'09: Proceedings of the 2009 IEEE international conference on Multimedia and ExpoMost previous works on video summarization target on a single video document. With the popularity of video corpus (e.g. news video archives) and web videos, video article that consists of a set of relevant videos are frequently confronted by users. By ...
Comments