Measuring social networks with digital photograph collections
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Face Age Classification on Consumer Images with Gabor Feature and Fuzzy LDA Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face Gender Classification on Consumer Images in a Multiethnic Environment
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face based image navigation and search
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Close & closer: social cluster and closeness from photo collections
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Consumer image retrieval by estimating relation tree from family photo collections
Proceedings of the ACM International Conference on Image and Video Retrieval
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In this paper, we present an approach to estimate dynamic relations among major characters in family photo collections. This is a fully automated procedure which first identifies major characters in photo collections through face clustering. Then, based on demographic estimation, facial similarity, coappearance information and people's positions in photos, social relations of people such as husband/wife, parents/kids, siblings, relatives and friends can be derived. A workflow is proposed to integrate the information from different aspects in order to give the optimal result. Especially, based on timestamps of photos, dynamic relation trees are displayed to show the evolution of people's relations over time.