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基于小波的人脸光照补偿技术研究

Improving Variable Illumination on Wavelet
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摘要 在人脸识别系统中,人脸光照补偿是预处理模块最关键的部分。采集到的人脸图像往往因为光照方向、强度等的不同而使得一张图片中的人脸光照不均匀,降低了定位精度和识别率。该文提出了基于小波的人脸光照补偿,通过MAT-LAB7.1平台对Yale人脸库中的图像进行实验,能达到很好的效果。 In the person face recognition system, the person face illumination compensation is the most essential part in the pre- processing module. Because of the different direction and intensity of illumination, the gathering person face image's illumination is not uniform, which can reduce the pointing accuracy and the recognition rate. This article uses a way based on the wavelet for illumination compensation, which can achieve a good effect by carrying on the experiment in Yale face storehouse through the MATLAB 7.1 platform.
作者 刘文娅 LIU Wen-ya (School of Computer Science and Information of engineering, Guizhou University, Guiyang 550025, China)
出处 《电脑知识与技术》 2012年第9期6104-6106,共3页 Computer Knowledge and Technology
关键词 人脸识别 小波变换 光照补偿 IVIW face recognition wavelet transfornation illumination compensation Improving Variable Illumination on Wavelet
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参考文献3

  • 1高志,余啸海.Matlab小波分析工具箱原理与应用[M].北京:国防工业出版社,2004.
  • 2Boggess A,Nareowich F .l. A First Coul'se ill Wavelets with Fourier Analysis[M].Upper Saddle River: Prentice Hall, 2001.
  • 3IJiu th,ng, Gao Wen. Miao Jun, et al. Illumination compensation and fedback of illumination feature in face detection[C]//Pro- Leedings of IEEE.olferetl on illf tech and info-net, Beijing: IEEE Press, 2001: 444- 449.

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