Feature extraction with wavelet transform for recognition of isolated handwritten Farsi/Arabic characters and numerals

A Mowlaei, K Faez, AT Haghighat - 2002 14th International …, 2002 - ieeexplore.ieee.org
A system is developed for recognition of handwritten Farsi/Arabic characters and numerals.
The discrete wavelet transform is utilized to produce wavelet coefficients, which are used for …

Recognition of isolated handwritten Persian/Arabic characters and numerals using support vector machines

A Mowlaei, K Faez - 2003 IEEE XIII Workshop on Neural …, 2003 - ieeexplore.ieee.org
We propose a system for recognition of isolated handwritten Persian/Arabic characters and
numerals. Wavelet transform has been used for feature extraction in this system using Haar …

Unconstrained handwritten Malayalam character recognition using wavelet transform and support vector machine classifier

J John, KV Pramod, K Balakrishnan - Procedia Engineering, 2012 - Elsevier
This paper presents the application of wavelet processing in the domain of handwritten
character recognition. To attain high recognition rate, robust feature extractors and powerful …

[PDF][PDF] Recognition of Tamil handwritten characters using Daubechies wavelet transforms and feed-forward backpropagation network

TM Jose, A Wahi - International Journal of Computer Applications, 2013 - academia.edu
This article suggests wavelet transform based feature extraction technique for extracting
robust features from Tamil handwritten characters. The algorithm uses feed-forward back …

Handwritten Arabic character recognition: Which feature extraction method?

A Lawgali, A Bouridane, M Angelova… - … Journal of Advanced …, 2011 - nrl.northumbria.ac.uk
Recognition of Arabic handwriting characters is a difficult task due to similar appearance of
some different characters. However, the selection of the method for feature extraction …

Wavelet transform and projection profiles in handwritten character recognition-A performance analysis

G Raju - 2008 16th International Conference on Advanced …, 2008 - ieeexplore.ieee.org
Wavelet transform of Projection profile of character images has been found to be suitable for
machine recognition of handwritten characters. In this work, performance analysis of such a …

Feature comparison between fractal codes and wavelet transform in handwritten alphanumeric recognition using SVM classifier

S Mozaffari, K Faez, HR Kanan - Proceedings of the 17th …, 2004 - ieeexplore.ieee.org
We proposed a new method for isolated handwritten Farsi/Arabic characters and numerals
recognition using fractal codes and Haar wavelet transform. Fractal codes represent affine …

1D wavelet transform of projection profiles for isolated handwritten Malayalam character recognition

R John, G Raju, DS Guru - International Conference on …, 2007 - ieeexplore.ieee.org
This paper presents a novel method based on wavelet transform for offline recognition of
isolated handwritten Malayalam characters. Thirty three characters from Malayalam, one of …

Persian/arabic handwritten word recognition using M-band packet wavelet transform

A Broumandnia, J Shanbehzadeh… - Image and Vision …, 2008 - Elsevier
The extraction of rotation and scale invariant features is an essential problem in document
image analysis. This paper proposes an effective rotation and scale invariant holistic …

Handwritten Kannada character recognition using wavelet transform and structural features

S Pasha, MC Padma - 2015 International conference on …, 2015 - ieeexplore.ieee.org
The frontier area of research in the field of pattern recognition and image processing is
handwritten character recognition. This leads to a great demand for OCR system containing …