Extracting emotional semantics from texture image by fuzzy recognize degree

doi:10.3778/j.issn.1002-8331.2009.33.056

Computer Engineering and Applications ›› 2009, Vol. 45 ›› Issue (33): 171-174.DOI: 10.3778/j.issn.1002-8331.2009.33.056

• 图形、图像、模式识别 • Previous Articles Next Articles

Extracting emotional semantics from texture image by fuzzy recognize degree

GUO Cui-ying¹，LI Hai-fang²

1.Department of Computer，Shanxi College for Youth Administrators，Taiyuan 030001，China
2.College of Computer and Software，Taiyuan University of Technology，Taiyuan 030024，China

Received:2009-03-31 Revised:2009-05-25 Online:2009-11-21 Published:2009-11-21
Contact: GUO Cui-ying

利用模糊认知度从图像纹理中提取情感语义

郭翠英¹，李海芳²

1.山西青年管理干部学院计算机系，太原 030001
2.太原理工大学计算机与软件学院，太原 030024

通讯作者: 郭翠英

Abstract

Abstract: The low-level visual features（color，texture and shape） in image contain lots of emotional semantics information with human perception.In this paper a new indexing scheme is proposed，called FRD（Fuzzy Recognize Degree） clustering using the texture feature.This method has allowed us to retrieve images for emotion-assisted semantic analysis based on high-level affective concepts.For this purpose，a set of perceptual relevant features is introduced： directionality，contrast and coarseness.Experiment has been conducted to a collection of natural images，and the result shows the high performance of the proposed technique.

Key words: Fuzzy Recognize Degree（FRD）, emotional semantics, texture

摘要： 图像的低层视觉特征（颜色、纹理和形状等）中包含着大量人类可感知的情感语义信息。利用纹理特征，提出一种新的索引方法-FRD（Fuzzy Recognize Degree，模糊认识度）聚类法，用来描述与情感相关联的语义图像。FRD聚类法使用三个感性的纹理特征：方向性、对比度和粗糙度，生成FRD值。从高层的情感概念进行图像检索。实验图像采用自然景观图片，验证了新方法的良好性能。

关键词: 模糊认知度（FRD）, 情感语义, 纹理

CLC Number:

TP391

GUO Cui-ying¹，LI Hai-fang². Extracting emotional semantics from texture image by fuzzy recognize degree[J]. Computer Engineering and Applications, 2009, 45(33): 171-174.

郭翠英¹，李海芳². 利用模糊认知度从图像纹理中提取情感语义[J]. 计算机工程与应用, 2009, 45(33): 171-174.

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Extracting emotional semantics from texture image by fuzzy recognize degree

利用模糊认知度从图像纹理中提取情感语义

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