| 基于本体的图像情感语义识别及推理模型 |
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| 引用本文： | 相洁,陈俊杰,董志锋. 基于本体的图像情感语义识别及推理模型[J]. 计算机工程与设计, 2008, 29(6): 1494-1497 |
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| 作者姓名： | 相洁 陈俊杰 董志锋 |
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| 作者单位： | 太原理工大学,计算机与软件学院,山西,太原,030024;太原理工大学,计算机与软件学院,山西,太原,030024;太原理工大学,计算机与软件学院,山西,太原,030024 |
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| 基金项目： | 国家自然科学基金 , 山西省自然科学基金 , 山西省自然科学基金 |
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| 摘 要： | 提出一种基于本体的图像情感语义识别系统,使情感识别过程易于理解.针对人类在图像情感语义理解过程中存在的个性化和群体化现象,系统使用多层次的情感推理模型.在阐述系统的设计思想和各模块的工作机理的同时,着重介绍了通过语义网规则语言表示的多层次情感推理模型的组织结构和表示方法以及推理机的工作原理.仿真实验结果表明了在图像情感语义识别及推理过程中引入本体概念的可行性.
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| 关 键 词： | 图像情感推理模型 本体 语义网规则语言 图像情感识别 图像特征表示 |
| 文章编号： | 1000-7024(2008)06-1494-03 |
| 修稿时间： | 2007-06-03 |
Image affective semantic recognition based on ontology and its reasoning model |
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| XIANG Jie,CHEN Jun-jie,DONG Zhi-feng. Image affective semantic recognition based on ontology and its reasoning model[J]. Computer Engineering and Design, 2008, 29(6): 1494-1497 |
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| Authors: | XIANG Jie CHEN Jun-jie DONG Zhi-feng |
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| Affiliation: | XIANG Jie,CHEN Jun-jie,DONG Zhi-feng(College of Computer , Software,Taiyuan University of Technology,Taiyuan 030024,China) |
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| Abstract: | An image affective semantic recognition based on ontology and its reasoning model is introduced,the model can make the reasoning procedure more intelligible.By researching population and individuation phenomena in image comprehension,this model is a multi-layer reasoning model.The designing thoughts and working mechanism of the system is introduced,the structure of the multilayer reasoning model represented by SWRL(semantic web rule language) as well as the principle of the reasoning machine are discassed i... |
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| Keywords: | affection reasoning model of image ontology SWRL affection recognition of image image feature representation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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