Face Recognition using Wavelet Features and PCA (With Code)

Опубликовано: 16 Март 2022
на канале: Exploring Technologies

4,717

#facerecognition #facerecognitionsystem #transform #wavelet #fuzzylogic #matlab #mathworks #matlab_projects #matlab_assignments #phd #mtechprojects #deeplearning #projects #ai #machinelearning #artificialintelligence #matlabcode #research #signalprocessing #imageprocessing
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Hello viewers, In this video, a face recognition scheme is implemented using Wavelet Features and Principal Component Analysis (PCA). Here wavelets are used to extract facial features and PCA is used to reduce the size of wavelet feature vectors. The proposed scheme is very robust and capable to recognize the faces even some changes occur in faces such growing beard and mustache or putting goggles etc.
This video covers followings contents,

Face image database (Faces94).
Face image database preparation for training and testing.
Finding wavelet features.
PCA for dimension reduction.
Training and testing procedures.
MATLAB Code for Training.
MATLAB Code for Testing (Discrete and Bulk).

Links of previous videos:
1. Principal Component Analysis (PCA) for Images and Signals: • Principal Component Analysis (PCA) for Ima...
2. Face Recognition using PCA in MATLAB: • Face Recognition using Principal Component...

Links for Face Image Database:
1. https://cmp.felk.cvut.cz/~spacelib/fa... (All Faces)
2. https://cmp.felk.cvut.cz/~spacelib/fa... (Face94 database)
3. https://www.exptech.co.in/p/resource-... (Database used in video)

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