基于人的多特征融合与时间背景的照片索引

International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM'07) Pub Date : 2007-11-04 DOI:10.1109/UBICOMM.2007.36

Seungji Yang, Yong Man Ro

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引用次数: 8

摘要

为了方便浏览与照片中指定人物相关的大量照片，提出了一个照片索引。该方法旨在利用额外的人身份特征，以克服传统的仅使用面部特征的基于人的图像或照片索引的局限性。人的身份特征是由人脸区域和相关的上下文信息相结合而产生的。为了一致地使用关联的上下文信息，采用了基于情境的照片聚类。实验采用MPEG-7 VCE-3官方数据库1120张普通家庭照片进行。

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Photo Indexing Using Person-Based Multi-feature Fusion with Temporal Context

A photo indexing is presented to facilitate the browsing of a large collection of photos associated with specified persons in photo. The proposed method aims at exploiting additional person-identity features in order to cope with the limitations of conventional person-based image or photo indexing using facial features only. Person-identity feature is created by the combination of face region and associated contextual information. For consistent use of associated contextual information, situation-based photo clustering is adopted. Experiment was performed with 1120 generic home photos (the official database of MPEG-7 VCE-3.

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International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM'07)

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