计算机工程与应用 ›› 2012, Vol. 48 ›› Issue (25): 203-206.
• 图形、图像、模式识别 • 上一篇 下一篇
张善文,巨春飞
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ZHANG Shanwen, JU Chunfei
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摘要: 相对于人脸和指纹等广泛使用的生物特征识别手段而言,步态识别是一种相对新的非接触式的身份识别方法。提出了一种基于改进的局部敏感判别分析的步态识别方法。在真实的步态数据库上的实验结果表明,提出的步态识别方法是有效可行的。
关键词: 生物特征, 步态识别, 局部敏感判别分析, 改进的局部敏感判别分析
Abstract: Compared with other widely used biometric feature recognition such as face and fingerprint recognition, the gait recognition is a relatively new and at a distance human identification. A method of gait recognition based on Modified Locality Sensitive Discriminant Analysis(MLSDA) method is proposed. The experimental results on the real-world gait databases show that the proposed method is effective and feasible for gait recognition.
Key words: biometric feature, gait recognition, locality sensitive discriminant analysis, Modified Locality Sensitive Discriminant Analysis(MLSDA)
张善文,巨春飞. 基于改进的局部敏感判别分析的步态识别方法[J]. 计算机工程与应用, 2012, 48(25): 203-206.
ZHANG Shanwen, JU Chunfei. Method of gait recognition based on Modified Locality Sensitive Discriminant Analysis[J]. Computer Engineering and Applications, 2012, 48(25): 203-206.
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http://cea.ceaj.org/CN/Y2012/V48/I25/203