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借鉴心理学中情感的“维量”分析思想 ,论文提出人工情感模型。该模型的处理对象是人们用来表达情感的形容词 ,如“美丽的” .采用语义量化实验和因子分析的方法建立情感空间 ,并分析情感空间的相似性度量方式 ;抽取图像的感性特征建立特征空间 ,采用支持向量机算法将图像从特征空间映射到情感空间 ,在情感空间内实现图像的情感检索 ,取得了较好地实验结果
Learn from psychological psychology “dimensionality” analysis of ideas, the paper proposed artificial emotion model. The object of this model is the adjectives that people use to express emotions, such as “beauty.” The method uses semantic quantization experiments and factor analysis to establish the emotional space and analyzes the similarity measure of emotional space; Space, the support vector machine algorithm is used to map the image from the feature space to the emotion space, and to realize the emotional retrieval of the image in the emotion space, and the better experimental result is obtained