Face Direction Recognition Based on BP Neural Network
نویسندگان
چکیده
منابع مشابه
Face Recognition Algorithm Based on Improved BP Neural Network
Face recognition has received wide concern as a hot direction in recognition models. Due to a strong self-adaptive and mapping ability, traditional BP algorithm occupies certain advantages in face recognition, but is has the shortcomings of fast convergence speed and being easy to fall into local optimum in itself. In this paper, an improved BP neural network is proposed aiming at the deficienc...
متن کاملFace Recognition based on Deep Neural Network
In modern life, we see more techniques of biometric features recognition have been used to our surrounding life, especially the applications in telephones and laptops. These biometric recognition techniques contain face recognition, fingerprint recognition and iris recognition. Our work focuses on the face recognition problem and uses a deep learning method, convolutional neural network, to sol...
متن کاملCharacter Recognition Based on BP Artificial Neural Network
Character automatic recognition has been researched for a long period to solve the question of character automatic recognition and make computer true intelligentized. Much work has been done and progress has been achieved. Generally,the realization of character recognition is by algorithm based on character structure and templates matching. Algorithm based on character structure is suitable to ...
متن کاملNeural Network Based Face Recognition Using PCA
Human face is contexture multidimensional point of vision model and by creating computational model for human face recognition is too hard. The paper present two methodologies for the face recognition, the first one is feature extraction and second is the feed forward back propagation neural network. The feature extraction is with Principal Component Analysis and classification with the help of...
متن کاملSpike Neural Network Based-Face Recognition
It is often useful to have a machine that performs the pattern recognition. In particular, machines which can read face images are very cost, effectively. A machine that reads passenger passports can process more passports than a human being in the same time (Hsu,2002). This kind of application saves time and money, and eliminates the requirement that a human performs such as the repetitive tas...
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: Computer Science and Application
سال: 2017
ISSN: 2161-8801,2161-881X
DOI: 10.12677/csa.2017.72020