A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised learning by probabilistic latent semantic analysis
Machine Learning
Information revelation and privacy in online social networks
Proceedings of the 2005 ACM workshop on Privacy in the electronic society
Flickr and public image-sharing: distant closeness and photo exhibition
CHI '07 Extended Abstracts on Human Factors in Computing Systems
Modeling personal and social network context for event annotation in images
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Toward a Common Event Model for Multimedia Applications
IEEE MultiMedia
Towards automatic extraction of event and place semantics from flickr tags
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 15th international conference on Multimedia
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
MagicPhotobook: designer inspired, user perfected photo albums
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Blog2Book: transforming blogs into photo books employing aesthetic principles
Proceedings of the international conference on Multimedia
Automatic person annotation of family photo album
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Employing aesthetic principles for automatic photo book layout
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Multimedia retrieval in social networks for photo book creation
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Large scale flexible event-based clustering from photos in social media
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Reliving on demand: a total viewer experience
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Affect-based adaptive presentation of home videos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Measuring media-based social interactions provided by smartphone applications in social networks
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
Algorithms for photo book authoring
Pattern Recognition and Image Analysis
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Photos are a special way to tell stories of our best memories. The representation of those photos in appealing physical photo books is highly appreciated by many people. Today, many photos are shared via social networking sites, where people upload their photos and share their stories with their social network. The members of the social network often comment on the photos, add tags or descriptions and upload photos for the same events in their albums. While the media of different personal events are now available on the social network, there is no easy way to collect and bundle them into some story and print the story into a photo book. We propose an approach to automatically detect media elements that match a query (where, when, what, who) in the user's social network and intelligently arrange and compose them into a printed photo book. We combine content analysis of text and images to automatically and semi-automatically select photos of a specific story. Photos that are highly probable to belong to the same event are clustered using an Expectation-Maximization algorithm to be able to easily retrieve them using online queries. People tags that are added to the photos are employed to select important photos by automatically calculating the individual social importance of friends. The selected content and derived semantics are employed to create an appealing layout for automatically created photo books.