ABSTRACT
This work presents a showcase on automated selection of photos from a digital photo collection. The Photo Summary technology considers content-based information and photo metadata to determine the most relevant photos in a given collection. The key contribution is the rating scheme for relevance which is based on criteria such as the diversity of photos, the importance of the photo motifs, the technical quality and aesthetics of photos and the interdependence of photos concerning the represented events. The summarization system further considers user preferences and visualizes the selected photos as event staples.
- P. Dunker, C. Dittmar, A. Begau, S. Nowak, and M. Gruhne. Semantic High-Level Features for Automated Cross-Modal Slideshow Generation. In Content-based Multimedia Indexing, 2009. Google ScholarDigital Library
- D. Kormann, P. Dunker, and R. Paduschek. Automatic Rating and Selection of Digital Photographs. Semantic Multimedia, pages 192--195, 2009. Google ScholarDigital Library
- C. Li, C. Chiu, C. Huang, C. Chen, and L. Chien. Image content clustering and summarization for photo collections. In Proc. on IEEE Intern. Conf. on Multimedia and Expo, pages 1033--1036, 2006.Google ScholarCross Ref
- J. Li, J. Lim, and Q. Tian. Automatic summarization for personal digital photos. In Proc. of the Joint Conference of the Intern. Conference on Information, Communications and Signal Processing and the Pacific Rim Conference on Multimedia., volume 3, pages 1536--1540, 2003.Google Scholar
- A. Loui and A. Savakis. Automated event clustering and quality screening of consumer pictures for digital albuming. IEEE Transactions on Multimedia, 5(3):390--402, 2003. Google ScholarDigital Library
- J. Xiao, N. Lyons, C. Atkins, Y. Gao, H. Chao, and X. Zhang. iPhotobook: creating photo books on mobile devices. In ACM Multimedia, pages 1551--1554, 2010. Google ScholarDigital Library
Index Terms
- Photo summary: automated selection of representative photos from a digital collection
Recommendations
Travel photo and video summarization with cross-media correlation and mutual influence
MMM'10: Proceedings of the 16th international conference on Advances in Multimedia ModelingThis paper presents how cross-media correlation facilitates summarization of photos and videos captured in journeys. Correlation between photos and videos comes from similar content captured in the same temporal order. We transform photos and videos ...
Consumer photo management and browsing facilitated by near-duplicate detection with feature filtering
Near-duplicate detection techniques are exploited to facilitate representative photo selection and region-of-interest (ROI) determination, which are important functionalities for efficient photo management and browsing. To make near-duplicate detection ...
Epitome: a social game for photo album summarization
CMM '10: Proceedings of the 1st ACM international workshop on Connected multimediaIn this paper, we propose an approach for photo album summarization through a novel social game "Epitome" for mobile phones. Our approach to album summarization consists of two games: "Select the Best!" and "Split it!". The goal of the first game is to ...
Comments