Face Recognition Algorithm Comparison based on Backpropagation Neural Network
نویسندگان
چکیده
منابع مشابه
Appearance and shape based face recognition using Backpropagation learning neural network algorithm with different lighting variations
This paper presents an approach of face recognition system using Backpropagation learning neural network algorithm introducing appearance and shape based facial features to enhance the efficiency with different lighting variations. To extract the appearance and shape based facial feature, Active Appearance Model (AMM) has been applied. Appearance based facial feature is useful when the lighting...
متن کاملFace 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 by using fractal encoding and backpropagation neural network
This paper presents a frontal view face recognition method by using fractal codes which are determined by a fractal encoding method from the edge pattern of the face region which covers eyebrows, eyes and a nose. In recognition process, these fractal codes are fed ass inputs to a Backpropagation neural network for learning and identifying a person. The experiments were performed with one in-roo...
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 کاملBackpropagation neural network based face detection in frontal faces images
Computer vision is a computer science field belonging to artificial intelligence. The purpose of this branch is allowing computers to understand the physical world by visual media means. This document proposes an artificial neural network based face detection system. It detects frontal faces in RGB images and is relatively light invariant. Problem description and definition are enounced in 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: Journal of Physics: Conference Series
سال: 2021
ISSN: 1742-6588,1742-6596
DOI: 10.1088/1742-6596/1865/4/042058