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Comparison Of Computer-Based And Optical Face Recognition Paradigms, Abdulaziz A. Alorf
Comparison Of Computer-Based And Optical Face Recognition Paradigms, Abdulaziz A. Alorf
Dissertations, Master's Theses and Master's Reports - Open
The main objectives of this thesis are to validate an improved principal components analysis (IPCA) algorithm on images; designing and simulating a digital model for image compression, face recognition and image detection by using a principal components analysis (PCA) algorithm and the IPCA algorithm; designing and simulating an optical model for face recognition and object detection by using the joint transform correlator (JTC); establishing detection and recognition thresholds for each model; comparing between the performance of the PCA algorithm and the performance of the IPCA algorithm in compression, recognition and, detection; and comparing between the performance of the digital model …