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Locality Preserving Projection (LPP) Based Facial Feature Detection

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5.0 | 2 ratings Rate this file 20 Downloads (last 30 days) File Size: 7.79 MB File ID: #38604 Version: 1.0
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Locality Preserving Projection (LPP) Based Facial Feature Detection

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Classify if a person is wearing spectacles or not using Locality Preserving Projection (LPP)

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Description

Application of pattern recognition and machine learning in images is a major area in image processing and computer vision research. However, large information content of images restricts straight forward use of pattern recognition algorithms like classification, clustering etc. Therefore, it is necessary to reduce the information contents of images. In this project, a method naming “Locality Preserving Projection (LPP)” has been analyzed for its use of reducing the information contents. A Graphical User Interface (GUI) has been implemented to show various aspects of locality preserving projection. Acknowledgement: Thanks to Deng Cai (http://www.cad.zju.edu.cn/home/dengcai/Data/data.html) for the LPP code

Required Products MATLAB
MATLAB release MATLAB 7.8 (R2009a)
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Comments and Ratings (3)
21 Apr 2016 Rupali Kute

thank you very much.

20 Oct 2013 muthu Kumar  
31 Jan 2013 Kufa

Kufa (view profile)

Good

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