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METHOD AND APPARATUS FOR CATEGORY-BASED PHOTO CLUSTERING USING PHOTOGRAPHIC REGION TEMPLATES OF DIGITAL PHOTO

机译:利用数字摄影的摄影区域模板进行基于类别的摄影聚类的方法和装置

摘要

A method and a system for clustering photos based on a category by using a section division template are provided to categorize semantic concept included in the photo by effectively dividing photo data into each section, extracting the semantic concept of each section, and efficiently merging the semantic concept of each section. A section divider(110) divides the photo into the sections by using the section template. A sectional semantic concept modeler(120) models the sectional semantic concept included in the photo by each divided section. A dominant concept extractor(130) extracts the dominant concepts of each section through modeling. A histogram generator(140) generates a histogram of the dominant concepts. A category determiner(150) determines the category of the photo from the histogram.
机译:提供一种通过使用部分划分模板基于类别对照片进行聚类的方法和系统,以通过有效地将照片数据划分为每个部分,提取每个部分的语义概念并有效地合并语义来对照片中包含的语义概念进行分类。每个部分的概念。分区分割器(110)通过使用分区模板将照片划分为多个分区。区域语义概念建模器(120)通过每个划分的部分对照片中包括的区域语义概念进行建模。主导概念提取器(130)通过建模来提取每个部分的主导概念。直方图生成器(140)生成主要概念的直方图。类别确定器(150)从直方图确定照片的类别。

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