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Multiscale Wavelet-Based Edge Detection for Face Recognition Using ICA

  • Kailash Jagannath Karande
  • Sanjay Nilkanth Talbar
Chapter
Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)

Abstract

This part of the experimentation presents a new approach to edge detection using wavelet transforms. The proposed wavelet-based edge detection algorithm combines the coefficients of wavelet transforms on a series of scales and significantly improves the results of face recognition using wavelet-based edge detection and ICA.

Keywords

Face Recognition Edge Detection Face Image Cascade Algorithm FastICA Algorithm 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Copyright information

© The Author(s) 2014

Authors and Affiliations

  • Kailash Jagannath Karande
    • 1
  • Sanjay Nilkanth Talbar
    • 2
  1. 1.Electronics and Telecommunication EngineeringSKN Sinhgad College of EngineeringPandharpurIndia
  2. 2.Electronics and TelecommunicationsShri GGS Institute of Engineering and TechnologyNandedIndia

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