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Book Cover for: Design and Analysis of Statistical Methods on Face Recognition, T. Syed Akheel

Design and Analysis of Statistical Methods on Face Recognition

T. Syed Akheel

Face is an important biometric feature for personal identification. Human beings easily detect and identify faces in a scene but it is very challenging for an automated system to achieve such objectives. Dimensionality reduction has been a key problem in Face Recognition. Independent Component Analysis (ICA) is a recent approach for dimensionality reduction. Locality Preserving Projections (LPP) and linear collaborative discriminant regression methods are also a recently proposed new methods in pattern recognition for feature extraction and dimension reduction.

Book Details

  • Publisher: LAP Lambert Academic Publishing
  • Publish Date: Aug 18th, 2024
  • Pages: 220
  • Language: English
  • Edition: undefined - undefined
  • Dimensions: 9.00in - 6.00in - 0.50in - 0.72lb
  • EAN: 9786208011147
  • Categories: Life Sciences - Biology