邓珮,孙朔.基于因子分析的图像语义研究[J].包装工程,2017,38(20):112-115. |
基于因子分析的图像语义研究 |
Image Semantic Research Based on Factor Analysis |
投稿时间:2017-06-10 修订日期:2017-10-20 |
DOI: |
中文关键词: 图像 语义 因子分析 图像认知 |
英文关键词: Image semantic factor analysis image cognition |
基金项目:天津自然科学基金(13JCYBJC41800) |
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中文摘要: |
目的 探索影响图像情感的认知的潜在因子。方法 使用56个形容词对60对图像进行主观评价试验,通过因子分析法抽出影响图像判断的潜在因素。结果 将56个形容词分为了5个潜在因子,并建立了图像评价的情感空间。结论 通过形容词来建立语义的情感空间能够较好地解释图像情感和图像认知等相关问题。 |
英文摘要: |
It aims to explore the potential factors that affect the cognition of image emotion. 56 adjectives are used to carry out 60 pairs of images to the subjective evaluation experiment, through the factor analysis method to draw out the potential factors which affect the image emotion judge. The 56 adjectives were divided into 5 potential factors, and the emotional space of image evaluation was established. The semantic emotional space that established through the adjective could give a better explanation of image emotion, image cognition and other related issues. |
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