Face Recognition using Wavelet Features and PCA (With Code)
#facerecognition #facerecognitionsystem #transform #wavelet #fuzzylogic #matlab #mathworks #matlab_projects #matlab_assignments #phd #mtechprojects #deeplearning #projects #ai #machinelearning #artificialintelligence #matlabcode #research #signalprocessing #imageprocessing
Please visit, @https://www.exptech.co.in/ for more information and downloads. Also follow the Facebook page:
@https://www.facebook.com/DrAjayKrVerm...
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)
On this page of the site you can watch the video online Face Recognition using Wavelet Features and PCA (With Code) with a duration of hours minute second in good quality, which was uploaded by the user Exploring Technologies 16 March 2022, share the link with friends and acquaintances, this video has already been watched 4,717 times on youtube and it was liked by 86 viewers. Enjoy your viewing!
