Facial expression recognition based on LBP and SVM decision tree

被引：0
作者：
Yang, Mei-xia [1 ]
Zheng, Shu-mao [2 ]
Li, Yang [1 ]
机构：
[1] Tianjin Modern Vocat Technol Coll, Dept Informat Engn, Tianjin 300350, Peoples R China
[2] Tianjin Hwatsing Technol Co Ltd, Tianjin 300350, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE | 2015年
关键词：
facial expression recognition; LBP; SVM decision tree; histogram; FACE RECOGNITION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In order to improve the recognition of facial expression recognition rate, facial expression recognition algorithm is based on a LBP and SVM decision tree. First will facial expression image is converted to LBP characteristic spectrum using LBP algorithm, and then the LBP characteristic spectrum into LBP histogram feature sequence, finally completes the classification and recognition of facial expression by SVM decision tree algorithm, and prove the effectiveness of the proposed method in the recognition of facial expression database in JAFFE.
引用
收藏
页码：651 / 655
页数：5
相关论文
共 50 条
[41]   Deep Generic Features and SVM for Facial Expression Recognition [J].
Duc Minh Vo ;
Thai Hoang Le .
2016 3RD NATIONAL FOUNDATION FOR SCIENCE AND TECHNOLOGY DEVELOPMENT CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS), 2016, :80-84
[42]   Facial Expression Recognition: Residue Learning Using SVM [J].
Wang, Fangjun ;
Shen, Liping .
2019 IEEE 31ST INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2019), 2019, :1675-1680
[43]   Dynamic Facial Expression Recognition based on Two-Stream-CNN with LBP-TOP [J].
DuoFeng ;
Ren, Fuji .
PROCEEDINGS OF 2018 5TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS (CCIS), 2018, :355-359
[44]   Automatic Facial Expression Recognition Using Extended AR-LBP [J].
Shrinivasa, Naika C. L. ;
Shekhar, Jha Shashi ;
Pradip, Das K. ;
Shivashankar, Nair B. .
WIRELESS NETWORKS AND COMPUTATIONAL INTELLIGENCE, ICIP 2012, 2012, 292 :244-252
[45]   Place Recognition Based Visual Localization Using LBP Feature and SVM [J].
Qiao, Yongliang ;
Cappelle, Cindy ;
Ruichek, Yassine .
ADVANCES IN ARTIFICIAL INTELLIGENCE AND ITS APPLICATIONS, MICAI 2015, PT II, 2015, 9414 :393-404
[46]   Hand Gesture Recognition System Based on LBP and SVM for Mobile Devices [J].
Lahiani, Houssem ;
Neji, Mahmoud .
COMPUTATIONAL COLLECTIVE INTELLIGENCE, PT I, 2019, 11683 :283-295
[47]   Facial expression recognition and its application based on curvelet transform and PSO-SVM [J].
Tang, Min ;
Chen, Feng .
OPTIK, 2013, 124 (22) :5401-5406
[48]   Multi-Layer Sparse Representation for Weighted LBP-Patches Based Facial Expression Recognition [J].
Jia, Qi ;
Gao, Xinkai ;
Guo, He ;
Luo, Zhongxuan ;
Wang, Yi .
SENSORS, 2015, 15 (03) :6719-6739
[49]   Facial expression recognition method based on deep convolutional neural network combined with improved LBP features [J].
Kong, Fanzhi .
PERSONAL AND UBIQUITOUS COMPUTING, 2019, 23 (3-4) :531-539
[50]   Facial expression recognition method based on deep convolutional neural network combined with improved LBP features [J].
Fanzhi Kong .
Personal and Ubiquitous Computing, 2019, 23 :531-539
12345