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基于因子分析的图像语义研究
引用本文: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.
作者姓名:邓珮  孙朔
作者单位:天津科技大学,天津,300222;天津科技大学,天津,300222
基金项目:天津自然科学基金(13JCYBJC41800)
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。

关 键 词:图像  语义  因子分析  图像认知
收稿时间:2017/6/10 0:00:00
修稿时间:2017/10/20 0:00:00

Image Semantic Research Based on Factor Analysis
DENG Pei and SUN Shuo.Image Semantic Research Based on Factor Analysis[J].Packaging Engineering,2017,38(20):112-115.
Authors:DENG Pei and SUN Shuo
Affiliation:Tianjin University of Science & Technology, Tianjin 300222, China and Tianjin University of Science & Technology, Tianjin 300222, China
Abstract: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.
Keywords:Image  semantic  factor analysis  image cognition
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