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Album to Family Tree: A Graph Based Method for Family Relationship Recognition

机译：关于家谱的专辑：基于图的家庭关系识别方法

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摘要

Image-based kinship recognition is an important research area in the social network. Beyond kinship verification, family relationship recognition is a challenging task with little existing literature. In this paper, we propose a pictorial structure based method for automatic family tree construction. Unlike traditional work based on a single image, an album-oriented method can leverage the cooperation of multiple instances associated with the same identity. In this way, the reliability of kinship similarity can be improved. Besides, the family tree structure is used to describe kinship relations among each pair of members. The experimental result shows that the proposed method can construct a family tree effectively and improve the overall accuracy of kinship identification.

机译：基于图像的亲属识别是社交网络中的重要研究区域。除了亲属性验证之外，家庭关系认可是一个挑战的任务，现有文学少。本文提出了一种基于图形结构的自动系列结构方法。与基于单个图像的传统工作不同，面向专辑的方法可以利用与相同身份相关的多个实例的合作。以这种方式，可以提高亲属相似性的可靠性。此外，家庭树结构用于描述每对成员之间的血缘关系关系。实验结果表明，该方法可以有效地构建家庭树，提高亲属识别的整体准确性。

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来源
《Asian Conference on Computer Vision》|2019年|715p|共15页
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作者
Chao Xia; Siyu Xia; Ming Shao; Yun Fu;
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原文格式 PDF
正文语种
中图分类 TP391.41-53;
关键词
Kinship recognition; Family relationship recognition; Pictorial structure;

机译：亲属认可;家庭关系识别;图案结构;

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2. Family building using embryo adoption: relationships and contact arrangements between provider and recipient families—a mixed-methods study [J] . LucyFrith, EricBlyth, SteveLui Human Reproduction . 2017,第5期

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3. SUPFAM-a database of potential protein superfamily relationships derived by comparing sequence-based and structure-based families: implications for structural genomics and function annotation in genomes [J] . Shashi B. Pandit, Dilip Gosar, S. Abhiman, Nucleic Acids Research . 2002,第1期

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4. Album to Family Tree: A Graph Based Method for Family Relationship Recognition [C] . Chao Xia, Siyu Xia, Ming Shao, Asian Conference on Computer Vision . 2019

机译：关于家谱的专辑：基于图的家庭关系识别方法
5. Public perceptions of tree plantations: A mixed-methods study of trees as an alternative crop, family farming, and the poplar farm program. [D] . Neumann, Pamela Dawn. 2006

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6. SUPFAM—a database of potential protein superfamily relationships derived by comparing sequence-based and structure-based families: implications for structural genomics and function annotation in genomes [O] . Shashi B. Pandit, Dilip Gosar, S. Abhiman, 2002

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7. Phylogenetic relationships in the subgenus Mus ( genus Mus, family Muridae, subfamily Murinae): examining gene trees and species trees [O] . Tucker, Priscilla K., Sandstedt, Sara A., Lundrigan, Barbara L. 2005

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Album to Family Tree: A Graph Based Method for Family Relationship Recognition

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