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《Journal of Guangxi Normal University(Natural Science Edition)》 2017-03
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Spontaneous Smile Recognition Based on CPD Image Fusion

XIA Haiying;YU Xiaoqi;College of Electronic Engineering,Guangxi Normal University;  
Spontaneous smile recognition is an important part in the field of facial expression recognition,which is widely used in many fields.This paper presents a spontaneous smile recognition method by fusing infrared and visible images based on contrast pyramid decomposition(CPD).Infrared and visible images are decomposed with 4layers Gauss Pyramids respectively,and the corresponding contrast pyramids are built.Fusion image which is obtained by combining each layer of infrared image and visible image based on the fusion rule—pixel average.Then LBP features and LDP features are extracted from images,and smile and not smile expressions are classified by SVM classifier.The experimental results show that the smile recognition rates with the fusion images based on LBP features and LDP features can reach 96.69% and 97.19%respectively,and the overall recognition rates with the fusion images based on LBP features and LDP features can reach 96.51% and 96.78% respectively.These results are significantly better than the results with other methods.The results show that the proposed algorithm can improve the recognition performance of the spontaneous smile recognition.
【Fund】: 广西自动检测技术及仪器重点实验室开发基金(YQ1402);; 广西多源信息挖掘与安全重点实验室开发基金(MIMS15-05);; 广西药用资源化学与药物分子工程重点实验室开发基金(CMEMR2014-B15);; 国家星火计划重点项目(2015GA790002)
【CateGory Index】: TP391.41
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【Citations】
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1 He Jun;He Zhongwen;Cai Jianfeng;Fang Lingzhi;Information & Engineering College,Nanchang University;;Survey of spontaneous facial expression recognition[J];计算机应用研究;2016-01
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3 XIA Haiying;XU Luhui;College of Electronic Engineering, Guangxi Normal University;;Facial expression recognition based on feature fusion of active shape model differential texture and local directional pattern[J];计算机应用;2015-03
【Co-citations】
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1 XIA Haiying;YU Xiaoqi;College of Electronic Engineering,Guangxi Normal University;;Spontaneous Smile Recognition Based on CPD Image Fusion[J];广西师范大学学报(自然科学版);2017-03
2 Xu Gang;Zhao Zhongyuan;Tan Yuanpeng;School of Electrical and Electronic Engineering,North China Electric Power University;;MICRO EXPRESSION RECOGNITION BASED ON DIFFERENTIAL POSITIONING AND OPTICAL FLOW FEATURE EXTRACTION[J];计算机应用与软件;2017-01
3 YANG Bo;MA Lu;Yinchuan Energy Institute;;Weak Face Image Texture Synthesis Based on Deformation Model and Simulation[J];计算机仿真;2016-09
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