Enhancing the Performance of Face Recognition Systems. Presenter: Dr. Christine Podilchuk Professors: Richard Mammone, Joe Wilder Students: Anand Doshi, Aparna Krishnamoorthy, Robert Utama WISE Lab, CAIP Center http://www.caip.rutgers.edu/wiselab. Project Description.
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Presenter: Dr. Christine Podilchuk
Professors: Richard Mammone, Joe Wilder
Students: Anand Doshi, Aparna Krishnamoorthy, Robert Utama
WISE Lab, CAIP Center
Current state-of-the-art face recognition systems degrade significantly in performance due to variations in illumination and blurring
DEBLURRING (due to mismatch in camera resolution, image scale, and motion blur)
ILLUMINATION CORRECTION(due to mismatch in lighting conditions in both indoor and outdoor environments)
Problem: recognition performance drops when image
resolution of training and testing images vary.
Training image A
Testing image B
Preprocessed Image B