neural network based text recognition
Neural Network based Approach for Recognition of Text Images
... the neural network to yield an output of ASCII 94 ...technique based on Gaussian Hermite Moments with back propagation algorithm [15], for identifying vehicle through number plate; a classifier is ...
6
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 ...
8
Text Extraction and Recognition from Image using Neural Network
... The network was trained until the MSE error descends below 10 -3 or maximum iteration reach 70,000 ...caption text and scene text of different font, size, color and ...of text regions and ...
7
Dynamic analysis of synchronous machine using neural network based characterization clustering and pattern recognition
... This online database contains the full-text of PhD dissertations and Masters’ theses of University of Windsor students from 1954 forward. These documents are made available for personal study and research purposes ...
155
Convolutional neural network-based model for web-based text classification
... speech recognition and computer vision [4, ...deep neural network in which multiple layers predict the desired ...output. Based on the tuning of suitable hyperparameters and the sequence of ...
7
Acoustic Feature Extraction and Optimized Neural Network based Classification for Speaker Recognition
... For recognition process, probabilistic LDA method is used in several kinds of ...speaker recognition models like universal background model (UBM) and Gaussian mixture model (GMM) gives suitable result for ...
10
Text Dependent Speech based Biometric for Mobile Security
... for text dependent speaker recognition but since the method of template construction is inherently text dependent, is a drawback of ...speaker recognition was considerably better than ...the ...
6
Recognition of Text CAPTCHA by using Back Propagation Algorithm of Artificial Neural network
... decision based on the inputs presented to ...new network security ...the text hidden behind the distortion. Text-Based CAPTCHAs are randomly generated and are very simple to ...bank. ...
12
Application of Artificial Neural Network Techniques in Text Recognition from an Image
... recognizing text from an image with the help of neural ...the text is extracted from the input ...extracted text goes through various pre-processing steps that include binarization, ...
9
NEURAL NETWORK BASED APPROACH FOR RECOGNITION FOR DEVANAGIRI CHARACTERS
... handwritten recognition are increasing continually. Handwritten recognition is not a new technology, but it has not gained public attention until ...handwritten recognition system with an accuracy ...
11
Text Recognition using Convolutional Neural Network: A Review
... in converting the old printed documents into a soft copy .This will be an android app which will take image and convert it into soft copy using OCR (Optical Character Recognition) principles and concepts. It will ...
5
Face Recognition Based on DCT and RBF Neural Network
... Artificial Neural Network (ANN) is a powerful tool for pattern recognition ...of neural networks (NN) in faces has addressed several problems: gender classification, face recognition ...
11
Video Based Face Recognition Using Artificial Neural Network
... Recently, the use of camera technology is increased and numerous amount of video is captured every day. In face recognition, the no of data collected from cameras is greater than the size of all public data base ...
7
RECOGNITION OF HANDWRITTEN CHARACTER BASED ON WREDF AND NEURAL NETWORK CLASSIFIERS
... Back Propagation Neural Network is one kind of artificial neural network. Back propagation algorithm is used in BP Neural Network. This algorithm consists of two phases. First ...
9
An Approach for Document Clustering using Agglomerative Clustering and Hebbian type Neural Network
... mining jobs, such as temporal document mining. PLSA [23] document act as a mixture of features, where each feature is represented by a multinomial distribution to evadeover fitting in PLSA, Blei and co-authors proposed a ...
6
SECURE ROUTING IN MANET USING ASYMMETRIC GRAPHS
... face recognition for solving state-of- the-art scientific exploration, pattern recognition ...face recognition. Kirby and Sirovich used PCA method for face recognition to reduce data ...
5
IRIS Recognition System using Neural Network and Genetic Algorithm
... A neural network is created and the iris images are given as the ...the neural network have to be optimized by the genetic algorithm so that it learns from the given ...Artificial ...
5
Vehicle Model Recognition Based on Convolutional Neural Network
... model recognition,to solve this,a vehicle model recognition method based on convolutional neural network (hereinafter referred to as CNN) is proposed in this ...The network ...
6
Artificial Neural Network Based Signature Recognition & Verification
... artificial neural network approach. Signatures are verified based on parameters extracted from the signature using various image processing techniques ...a neural network using error ...
7
Text and Voice Input to Emotional Analysis for AI Clients
... a text document and the output is generated as an emotion ...from text is converted into ...methods based on only keywords suffer from (1) the enigma in the keyword definitions in the context that a ...
5