Dynamic estimation of family relations from photos

作者: Tong Zhang , Hui Chao , Dan Tretter

DOI: 10.1007/978-3-642-17829-0_7

关键词:

摘要: 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 collections through face clustering. Then, based on demographic estimation, facial similarity, coappearance information and people's positions photos, social of people such as husband/wife, parents/kids, siblings, relatives friends can be derived. A workflow proposed integrate the from different aspects order give optimal result. Especially, timestamps relation trees are displayed show evolution over time.

参考文章(7)
Feng Gao, Haizhou Ai, Face Age Classification on Consumer Images with Gabor Feature and Fuzzy LDA Method international conference on biometrics. pp. 132- 141 ,(2009) , 10.1007/978-3-642-01793-3_14
Wei Gao, Haizhou Ai, Face Gender Classification on Consumer Images in a Multiethnic Environment international conference on biometrics. pp. 169- 178 ,(2009) , 10.1007/978-3-642-01793-3_18
Tong Zhang, Hui Chao, Chris Willis, Dan Tretter, Consumer image retrieval by estimating relation tree from family photo collections conference on image and video retrieval. pp. 143- 150 ,(2010) , 10.1145/1816041.1816065
Tong Zhang, Jun Xiao, Di Wen, Xiaoqing Ding, Face based image navigation and search acm multimedia. pp. 597- 600 ,(2009) , 10.1145/1631272.1631365
Peng Wu, Dan Tretter, Close & closer: social cluster and closeness from photo collections acm multimedia. pp. 709- 712 ,(2009) , 10.1145/1631272.1631394
Scott Golder, Measuring social networks with digital photograph collections Proceedings of the nineteenth ACM conference on Hypertext and hypermedia - HT '08. pp. 43- 48 ,(2008) , 10.1145/1379092.1379104
Andrew C. Gallagher, Tsuhan Chen, Using Context to Recognize People in Consumer Images IPSJ Transactions on Computer Vision and Applications. ,vol. 1, pp. 115- 126 ,(2009) , 10.2197/IPSJTCVA.1.115