Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
How do people manage their digital photographs?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards an ecosystem for semantics
Workshop on multimedia information retrieval on The many faces of multimedia semantics
Semantics, content, and structure of many for the creation of personal photo albums
Proceedings of the 15th international conference on Multimedia
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Exploring multimedia in a keyword space
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Annotating photo collections by label propagation according to multiple similarity cues
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Employing a photo's life cycle for multimedia retrieval
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Beyond pixels: Exploiting camera metadata for photo classification
Pattern Recognition
Leveraging ontologies, context and social networks to automate photo annotation
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
MetaXa—Context- and content-driven metadata enhancement for personal photo books
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Who's that girl? handheld augmented reality for printed photo books
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
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With photo albums we aim to capture personal events such as weddings, vacations, and parties of family and friends. By arranging photo prints, captions and paper souvenirs such as tickets over the pages of a photo book we tell a story to capture and share our memories. The photo memories captured in such a photo book tell us a lot about the content and the relevance of the photos for the user. The way in which we select photos and arrange them in the photo book reveal a lot about the events, persons and places on the photos: captions describe content, closeness and arrangement of photos express relations between photos and their content. These semantics of our personal stories, however, are canned in the photo book but would form a very valuable asset for understanding and annotating our personal media collection. In this paper, we present the results of the analysis of a large repository of digitally mastered photo books to learn about the usage of digital photos. From our analysis of the books' content we derive additional semantics for photos, groups of photos and entire photo albums. With this semantic knowledge not only additional metadata can be provided for the organization of the personal photo collection. Also, we can characterize photo books and support users to create even more handsome photo books from large media collections.