A New Face Recognition Technique using Gabor Wavelet Transform and Back Propagation Network
نویسندگان
چکیده
منابع مشابه
A New Face Recognition Technique using Gabor Wavelet Transform and Back Propagation Network
This paper introduces a new face recognition technique using Gabor Wavelet transform and Back propagation network. Face recognition being regarded as a fundamental technology of biometrics has been applied to a variety of areas, including computer vision and pattern recognition. In this proposed approach, the features of the query face image and database face images have been extracted using Ga...
متن کاملA New Face Recognition Technique using Gabor Wavelet Transform with Back Propagation Neural Network
This paper introduces a new face recognition technique using Gabor Wavelet transform and Back propagation network. Face recognition being regarded as a fundamental technology of biometrics has been applied to a variety of areas, including computer vision and pattern recognition. In this proposed approach, the features of the query face image and database face images have been extracted using Ga...
متن کاملAn Efficient Back Propagation Neural Network Based Face Recognition System Using Haar Wavelet Transform and PCA
With fast evolving technology, it is necessary to design an efficient security system which can detect unauthorized access on any system. The need of the time is to implement an extremely secure, economic and perfect system for face recognition that can protect our system from unauthorized access. So, in this paper, a robust face recognition system approach is proposed for image decomposition u...
متن کاملFace Recognition And Signature Verification With Neural Network using GABOR Wavelet And Discrete Wavelet Transform
Face recognition is emerging as one of the popular field in the biometric research. It is used in various surveillance systems for the security purpose as it doesn’t needs object comparison. The main advantage of using face recognition system is its uniqueness and acceptance over other biometric systems. Though this system is considered to be accurate but the detection of face is a difficult pr...
متن کاملFace Recognition Using Gabor Wavelet Transform and Feed Forward Neural Network
In recent years, an explosion in research on pattern recognition systems using neural network methods has been observed. Face Recognition (FR) is a specialized pattern recognition task for several applications such as security: access to limited areas, banking: identity confirmation and identification of wanted people at airports. Biometric techniques deals with identifying individual with the ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2012
ISSN: 0975-8887
DOI: 10.5120/7611-0655