Recognition of Facial Expressions using Local Binary Patterns of Important Facial Parts

International Journal of Image Processing

Sanjay Tanwani¹  Ramchand Hablani¹  Narendra Chadhari¹ 

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关键词: Facial Expressions;    Local Binary Pattern (LBP);    Histogram.;   

DOI  :  

来源: Computer Science Journals

【 摘 要 】

Facial Expression Recognition is one of the exciting and challenging field; it has importantapplications in many areas such as data driven animation, human computer interaction androbotics. Extracting effective features from the human face is an important step for successfulfacial expression recognition. In this paper we have evaluated Local Binary Patterns of someimportant parts of human face, for person independent as well as person dependent facialexpression recognition. Extensive experiments on JAFFE database are conducted. Theexperiment results show that person dependent method is highly accurate and outperform manyexisting methods.

【 授权许可】

Unknown