Divided Local Binary Pattern (DLBP) Features Description Method For Facial Expression Recognition

Hua Lu; Mingqiang Yang; Xianye Ben; Peng Zhang

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Divided Local Binary Pattern (DLBP) Features Description Method For Facial Expression Recognition

机译：表情识别的局部局部二值模式（DLBP）特征描述方法

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This paper presents a new method for facial expression recognition using divided local binary pattern features. Motivated by Fourier's parity decomposition, we decompose a LBP descriptor into two sub-descriptors. This method reduces the amount of data of the feature extraction, reducing the data dimension effectively. Experimental results on JAFFE facial expression database show that the proposed method can get significant performance improvement in recognition rate, reduce the recognition time greatly.

机译：本文提出了一种使用局部局部二值模式特征进行面部表情识别的新方法。在傅立叶奇偶分解的推动下，我们将LBP描述符分解为两个子描述符。该方法减少了特征提取的数据量，有效减少了数据量。在JAFFE人脸表情数据库上的实验结果表明，该方法在识别率上有明显的提高，大大减少了识别时间。

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来源
《Journal of information and computational science》 |2014年第7期|2425-2433|共9页
作者
Hua Lu; Mingqiang Yang; Xianye Ben; Peng Zhang;
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作者单位

School of Information Science and Engineering, Shandong University, Jinan 250100, China;

School of Information Science and Engineering, Shandong University, Jinan 250100, China;

School of Information Science and Engineering, Shandong University, Jinan 250100, China;

School of Information Science and Engineering, Shandong University, Jinan 250100, China;

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原文格式 PDF
正文语种 eng
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关键词
Divided; LBP; Facial Expression Recognition;

机译：分为;LBP;面部表情识别;

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1. Circular Derivative Local Binary Pattern Feature Description for Facial Expression Recognition [J] . TCHANGOU TOUDJEU I, TAPAMO J.-R. Advances in Electrical and Computer Engineering . 2019,第1期

机译：面部表情识别的圆导数局部二值模式特征描述
2. Recognition of Facial Expressions using Local Binary Patterns of Important Facial Parts [J] . Narendra Chadhari, Ramchand Hablani, Sanjay Tanwani International Journal of Image Processing . 2013,第2期

机译：使用重要面部局部二值模式识别面部表情
3. Symbolic Aggregate approXimation-Local Binary Pattern Feature Descriptor Combination for Automatic Facial Expression Recognition [J] . Sumithra M.D, M. Abdul Rahiman Journal of computer sciences . 2019,第1期

机译：自动面部表情识别的符号集合近似本地二元模式特征描述符组合
4. Recognition of facial expressions extracting salient features using local binary patterns and histogram of oriented gradients [C] . Manish Shankar Kaushik, Aditya Bihar Kandali International Conference on Energy, Communication, Data Analytics and Soft Computing . 2017

机译：使用局部二进制模式和定向梯度直方图识别提取重要特征的面部表情
5. A distributed correlation method for facial expressions and features recognition. [D] . Miao, Yi. 2004

机译：一种用于面部表情和特征识别的分布式相关方法。
6. Development of a Robust Multi-Scale Featured Local Binary Pattern for Improved Facial Expression Recognition [O] . Suraiya Yasmin, Refat Khan Pathan, Munmun Biswas, 2020

机译：开发强大的多尺度特色局部二进制模式用于改进的面部表情识别
7. FACIAL EXPRESSION RECOGNITION USING ADVANCED LOCAL BINARY PATTERNS, TSALLIS ENTROPIES AND GLOBAL APPEARANCE FEATURES [O] . Shu Liao, Wei Fan, Albert C. S. Chung, 2008

机译：使用先进的局部二进制模式，TsaLLIs熵和全局外观特征进行面部表情识别

Divided Local Binary Pattern (DLBP) Features Description Method For Facial Expression Recognition

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