Multiscale Wavelet-Based Edge Detection for Face Recognition Using ICA

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


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.


Face Recognition Edge Detection Face Image Cascade Algorithm FastICA Algorithm 

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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