[1]柯显信,云亚文,邱本锐.不同个性的情感机器人表情研究[J].智能系统学报,2017,12(4):468-474.[doi:10.11992/tis.201609005]
KE Xianxin,YUN Yawen,QIU Benrui.Research on expressions of the Humanoid robot based on personalities[J].CAAI Transactions on Intelligent Systems,2017,12(4):468-474.[doi:10.11992/tis.201609005]
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KE Xianxin,YUN Yawen,QIU Benrui.Research on expressions of the Humanoid robot based on personalities[J].CAAI Transactions on Intelligent Systems,2017,12(4):468-474.[doi:10.11992/tis.201609005]
不同个性的情感机器人表情研究
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
12
期数:
2017年第4期
页码:
468-474
栏目:
学术论文—智能系统
出版日期:
2017-08-25
- Title:
- Research on expressions of the Humanoid robot based on personalities
- Keywords:
- humanoid robot; facial expressions; emotion model; personality; facial model; elastic skin; finite element simulation; control regions
- 分类号:
- TP242
- 摘要:
- 在情感机器人研究中，不同个性的面部表情是情感机器人增强真实感的重要基础。为实现情感机器人更加丰富细腻的表情，将人类的个性特征引入情感机器人，分析个性理论和情感模型理论，得知不同个性机器人的情感强度。结合面部动作编码系统中面部表情与机器人控制点之间的映射关系，得到情感机器人不同个性的基本表情实现方法。利用Solidworks建立情感机器人脸部模型，在ANSYS工程软件中将SHFR-Ⅲ情感机器人脸部模型设置为弹性体，通过有限元仿真计算方法，对表情的有限元仿真方法进行了探究，得到实现SHFR-Ⅲ不同个性基本表情的控制区域载荷大小和仿真结果。最后，根据仿真结果，进行SHFR-Ⅲ情感机器人不同个性的表情动作实验。实验结果表明，有限元表情仿真可以指导SHFR-Ⅲ情感机器人实现近似人类的不同个性的基本面部表情。
- Abstract:
- In humanoid robot research, the facial expressions of different personalities are an important basis for enhancing the realism of humanoid robots. To achieve more vivid emotional expression by robots, in this paper, we introduce human personality characteristics into robots, based on the personality and emotional model theories, and determine the emotional intensity of robots with different personalities. By mapping the relationship between facial expressions and robot control points in the facial action coding system, we obtained a basic expression implementation method for humanoid robots with different personalities. We used Solidworks software to establish the facial model for the emotional robot and set the model as an elastomer in ANSYS. Using the finite element simulation calculation method, we explored its expression capabilities, and obtained the load sizes of the control regions that realize basic expressions in the humanoid robot SHFR-Ⅲ and simulation results. Based on these simulation results, we conducted expression experiments with the humanoid robot SHFR-Ⅲ for different personalities. Our experimental results show that these simulation results can guide the humanoid robot SHFR-Ⅲ to achieve basic humanlike facial expressions associated with different personalities.
- 参考文献/References:
-
[1] 侯鹏. 智能机器人运动控制系统及算法研究[D]. 北京:北京交通大学, 2013:1-6.HOU Peng. Research of intelligent robot’s motion control system and algorithm[D]. Beijing:Beijing Jiaotong University, 2013:1-6.
[2] 吕振, 解仑, 韩晶, 等. 基于情绪控制的仿人机器人表情研究[J]. 华中科技大学学报:自然科学版, 2013, S1:352-355.LU Zhen, XIE Lun, HAN Jing,et al. Research on humanoid robot expressions based on mood control[J]. Journal of Huazhong university of science and technology, 2013, S1:352-355.
[3] DELAUNAY F, DE GREEFF J, BELPAEME T. Towards retro-projected robot faces:an alternative to mechatronic and android faces[C]//The 18th IEEE International Symposium on Robot and Human Interactive Communication. Toyama, Japan, 2009:306-311.
[4] 李瑞峰, 孙中远, 王珂,等. 具有面部表情识别与再现的机器人头部系统的研制[J]. 机械设计与制造, 2011(7):95-97.LI Ruifeng, SUN Zhongyuan, WANG Ke, et al. Research of the robot head system with facial expression recognition and representation[J]. Machinery design and manufacture, 2011(7):95-97.
[5] BECKER-ASANO C, ISHIGURO H. Evaluating facial displays of emotion for the android robot Geminoid F[C]//IEEE Workshop on Affective Computational Intelligence (WACI). 2014:1-8.
[6] BECKER-ASANO C, ISHIGURO H. Evaluating facial displays of emotion for the android robot Geminoid F[C]//IEEE Workshop on Affective Computational Intelligence (WACI). 2011:1-8.
[7] 恐怖谷理论.[2016-07-24]. http://zh.wikipedia.org/zh-cn/恐怖谷理论.
[8] ISHIHARA H, YOSHIKAWA Y, ASADA M. Realistic child robot "Affetto" for understanding the caregiver-child attachment relationship that guides the child development[C]//2011 IEEE International Conference on Development and Learning (ICDL). Frankfurt am Main, Germany, 2011:1-5.
[9] 叶奕乾, 孔克勤, 杨秀君. 个性心理学[M]. 3版. 上海:华东师范大学出版社, 2010:106-132.
[10] 杜坤坤,刘欣,王志良,等. 情感机器人[M]. 北京:机械工业出版社, 2012:171-199.
[11] 王志良,祝长生. 人工情感[M]. 北京:机械工业出版社, 2009:178-273.
[12] AMINI R, LISETTI C. HapFACS:an open source api/software to generate facs-based expressions for ecas animation and for corpus generation[C]//2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACⅡ). Geneva, Switzerland. 2013:270-275.
[13] EKMAN P, FRIESEN W V. Facial action coding system[M]. Consulting Psychologist Press, 1977:110-120.
[14] EKMAN P. ROSENBERG E L. What the face reveals:basic and applied studies of spontaneous expression using the facial action coding system (FACS)[M]. 2nd Edition, Stock:Oxford University Press, 2005:330-340.
[15] COHN J F, AMBADAR Z, EKMAN P. Observer-based measurement of facial expression with the facial action coding system[J]. The handbook of emotion elicitation and assessment, 2007:203-221.
[16] KOBAYASHI H, HASHIMOTO T, SENDA M, et al. Realization of realistic and rich facial expressions by face robot[C]//Proceedings of 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Tokyo, Japan, 2003:1123-1128.
[17] KIHARA Y, DUAN Guifang. A dynamic facial expression database for quantitative analysis of facial paralysis[C]//International Conference on Computer Sciences and Convergence Information Technology. Seogwipo, South Korea, 2011:949-952.
[18] 许京荆. ANSYS 13.0 Workbench数值模拟技术[M]. 北京:中国水利水电出版社, 2012:253-260.
[19] 柯显信,尚宇峰,卢孔笔.基于HyperWorks仿人机器人面部表情仿真[J]. 制造业自动化, 2015, 37(1):118-121.KE Xianxin, SHANG Yufeng, LU Kongbi. Simulation of humanoid robot facial expression based on HyperWorks[J]. Manufacturing automation, 2015, 37(1):118-121.
[20] 信继忠,柯显信,杨阳,等. 具有面部表情的仿人头部机器人系统的研制[J]. 智能系统学报, 2015, 10(8):556-560.XIN Jizhong, KE Xianxin, YANG Yang, et al. Development of the system of a humanoid robot head with facial expressions[J]. CAAI transactions on intelligent systems, 2015, 10(8):556-560.
- 相似文献/References:
-
[1]信继忠,柯显信,杨阳,等.具有面部表情的仿人头部机器人系统的研制[J].智能系统学报,2015,10(4):555.[doi:10.3969/j.issn.1673-4785.201503025]
XIN Jizhong,KE Xianxin,YANG Yang,et al.Development of the system of a humanoid robot head with facial expressions[J].CAAI Transactions on Intelligent Systems,2015,10():555.[doi:10.3969/j.issn.1673-4785.201503025]
备注/Memo
收稿日期:2016-09-07。
基金项目:国家自然科学基金项目（61273325）.
作者简介:柯显信,男,1973年生,副教授,博士后,主要研究方向为仿人机器人和人机情感交互。主持或参与国家"863"项目和上海市科委重点项目等科研项目10余项。获国家发明专利授权10项,发表学术论文30余篇;云亚文,男,1991年生,硕士研究生,主要研究方向为仿人机器人和人机情感交互;邱本锐,男,1992年生,硕士研究生,主要研究方向为仿人机器人和人机情感交互。
通讯作者:柯显信,E-mail:xxke@staff.shu.edu.cn.
更新日期/Last Update:
2017-08-25