EMOTION DETECTION USING FUZZY LOGIC

被引:1
作者
Ghosh, Sudipta [1 ]
Ghosh, Sanjib [2 ]
Dutta, Arpan [1 ]
Paul, Gopal [3 ]
机构
[1] Camellia Sch Engn & Technol Coll, Barasat, WB, India
[2] Netaji Subhas Chandra Bose Telecom Training Ctr, Kalyani, Nadia, India
[3] Camellia Grp Engn Coll, Barasat, WB, India
来源
JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES | 2013年 / 8卷 / 01期
关键词
facial features; emotion; fuzzy relation; Mamdani type;
D O I
10.26782/jmcms.2013.07.00004
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Aim of this paper is providing a novel method for evaluating emotion ilicitation procedures based on emotion recognition. Attention should be paid to physiological signals for emotion recognition compared to audiovisual emotion channels such as facial expression or speech. This paper focuses on an idea to define emotion from different perspectives and explore possible causes and variations of different parameters. Here the authors determined the scope of fuzzy relational approach to human emotion identification from facial expression. Initially the facial features are extracted from selective regions which are fuzzified and mapped onto an emotion space. This has been implemented using Mamdani type relational model. In subsequent stages Max-min inverse fuzzy relation has been used to determine the fuzziness of emotions if values of facial expressions are known.
引用
收藏
页码:1147 / 1165
页数:19
相关论文
共 14 条
[1]  
[Anonymous], 2013, J MECH CONT MATH SCI, V8, P1147
[2]  
Bhavsar A., IEEE IND 2005 C CHEN
[3]  
Chakraborty A., 2009, IEEE T SYSTEMS MAN C
[4]  
Chuan-Yu Chang, 2010, Proceedings of the 2010 International Conference on Broadband, Wireless Computing, Communication and Applications (BWCCA 2010), P527, DOI 10.1109/BWCCA.2010.126
[5]  
Cordon O, 1999, INT J APPROX REASON, V20, P21, DOI 10.1016/S0888-613X(98)10021-X
[6]  
Das S., 2009, 2009 2 INT C DEV ESY
[7]  
Guo Yimo, 2006, P 5 IEEE INT C COGN
[8]  
Kharat G. U., 2000, AISC, V60, P207
[9]  
Mendel J. M., 2010, PERCEPTUAL COMPUTING
[10]  
Rothkrantz L.J., 2011, P 12 INT C COMP SYST, P122