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      Face recognition based on PCA algorithm

      Thumbnail
      Fyp report.pdf (1.760Mb)
      Author
      Lin, Lumeng
      Date of Issue
      2017
      School
      School of Electrical and Electronic Engineering
      Abstract
      The purposed of this final year research project is to develop a computer system to recognize a person face by comparing the main characteristics of face to those of known faces in the database. The project is mainly focus on two dimensional images that are under controlled environment, such as brightness and background are consistent. The Principal Component Analysis (PCA) technique has been used in the face recognition system. And the programing language is C# for building graphic user interface (GUI) to perform intuitive design and simple use in recognition process. The report will cover the concept of PCA and Eigen face that be applied in the system, and illustrate the how the system is implemented, and also the various test to determine the recognition accuracy for further enhancement.
      Subject
      DRNTU::Engineering::Electrical and electronic engineering
      Type
      Final Year Project (FYP)
      Rights
      Nanyang Technological University
      Collections
      • EEE Student Reports (FYP/IA/PA/PI)

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