[PDF] Top 20 Face Recognition Based on DCT and RBF Neural Network

Face Recognition Based on DCT and RBF Neural Network

... to face recognition have been ...subsequent recognition of new ...PCA-based face recognition techniques is based on various parameters such as distance classifier, ... See full document

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SECURE ROUTING IN MANET USING ASYMMETRIC GRAPHS

... improve face recognition on Joint Photographic Experts Group ...on face recognition is realized by discrete cosine transform (DCT), and improved compression coding and two dimensions ... See full document

5

Robust Face Recognition Based on Convolutional Neural Network

... The network model architecture includes 4 convolution layers, 4 maximum feature map activation functions, 4 maximum pooling layers and 2 fully connected ...proposed network model is a 144 × 144 grayscale ... See full document

6

Alternative Face Recognition Using Neural Network

... IP based CCTV system are ...IP based CCTV system is far superior to that of an analogue system and has been used successfully to prosecute thieves, vandals, and trespassers throughout the UK’s criminal ... See full document

8

A NOVEL APPROACH TO GENERATE DISTRIBUTED GLOBAL AND LOCAL USE CASES: A NEW NOTATION

... Face Recognition is one of the most important and fastest growing biometric area during the last several years and become the most successful application in image processing and broadly used in security ... See full document

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Review on Face Recognition Using Fuzzy Logic and Neural Techniques Pooja, II Shaloo Kikan Student M.Tech., Electronics & Communication Engg., P.D.M. College, Bahadurgarh, India

... on face recognition using DCT and hybrid flexible neural tree classification ...model. DCT has some fine properties ...orthogonality DCT coefficient matrix of an image covering ... See full document

5

Video Based Face Recognition Using Artificial Neural Network

... video based face recognition approaches mainly classified in to three ...Set based approaches [7] use collection of observations in a ...Sequence based approaches use the temporal ... See full document

7

Skin Tone Based Face Recognition and Training using Neural Network

... detect face area from database and then its further proceeded to face ...for face detection in color images with multiple faces and skin tone regions is ...rules based on the skin color ... See full document

5

An Efficient Feature Extraction Method with Pseudo Zernike Moment in RBF Neural Network Based Human Face Recognition System

... Face recognition systems should be capable of recogniz- ing face appearances in a changing ...the recognition system; however, if the choice of the feature elements is not properly made, this ... See full document

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FACE RECOGNITION USING GABOR WAVELET TRANSFORM AND FEED FORWARD NEURAL NETWORK

... in face recognition systems. The main purpose of face detection is to locate and extract the face region from the ...of face detection is to determine (1) whether human faces appear in ... See full document

8

ART Network based Face Recognition with Gabor Filters

... a neural network based face recognition system using Gabor filter coefficients that can cope with illumination ...The recognition performance has been improved substantially due ... See full document

5

Morphological based Face Detection& Recognition with Principal Component Analysis

... includes face detection and recognition with the help of morphological shared weight neural ...network. Face detection is achieved with the combination of morphological hit miss ... See full document

6

FACE EMOTION RECOGNITION USING NEURAL NETWORK

... artificial neural network model. This network model is composed of an input layer, an output layer and several hidden ...is based on the error-correction learning ...the network: a ... See full document

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Neural Network Based Face Recognition Using RBFN Classifier

... the neural network approaches equivalent to, or slightly better than, other ...the RBF neural networks serve as an excellent role for pattern applications carried out to make the learning ... See full document

6

An Overview – Artificial Neural Network Based Advanced Face and Non-Face Recognition

... artificial neural network it is also called as Kohonen ...SOM network using the same procedure which is applied in a competitive ...for face recognition ...SOM network to ... See full document

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Optimized Face Recognition Technique based on PCA and RBF Neural Network

... of face recognition, pattern recognition ...computer based systems due to noisy data, high dimensionality, facial appearance, orientation and changes in environmental conditions ...for ... See full document

6

1. Efficient face recognition using convolutional neural networks

... for face recognition with Convolutional auto-encoder (CAE) with neural ...The face recognition is the crucial step for many applications like surveillance, access control or ... See full document

7

Face Recognition Using SOM Neural Network with DCT-PT Facial Feature Extraction Techniques

... in face recognition [9]–[12]. The DCT has several advantages over the PCA, two of them are the first one is, DCT is data independent and the second one is DCT can be implemented using a ... See full document

7

Vehicle License Plate Recognition Based on Text-line Construction and Multilevel RBF Neural Network

... Neural network is a hot research domain and its application is ...of neural network models. The radial basis function neural network (RBF) is a typical local approximation ... See full document

8

Research on Railway Passenger Flow Prediction Method Based on GA Improved BP Neural Network

... BP neural network, but also can fully exert the mapping ability of BP neural network, so that it has strong learning ability and faster convergence (Figure ... See full document

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