ISOLATED CHARACTER RECOGNITION USING HIERARCHICAL APPROACH WITH SVM CLASSIFIER
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 9
Abstract
This paper proposes a method for Urdu language text. Character recognition is obtained by OCR. This paper represents the effectiveness of characters with SVM Classifier using Hierarchical approach. SVM is a useful technique for data classification. The objective of SVM is to generate a model which predicts the target value. The work is done on Sindhi Character Set. The experiment shows that character recognition with SVM Classifier achieves a recognition rate of 93.0481%.
Authors and Affiliations
Shaina
A Novel Method for Road Extraction from Satellite Images
Extended Kalman filter (EKF) has previously been used to extract road maps in satellite images. The extended Kalman filter in general is not an optimal estimator, if the measurement and the state transition model...
AN ANN APPROACH FOR CLASSIFICATION OF BRAIN TUMOR USING IMAGE PROCESSING TECHNIQUES IN MRI IMAGES
A brain tumor is defined as the growth of abnormal cells in the tissues of the brain. Brain tumors can be benign (noncancerous) or malignant (cancerous). MRI represents an interesting approach for the anatomical a...
Efficient Implementation of 64-Point FFT/IFFT for OFDM on FPGA
the available spectrum into many carriers. OFDM uses the spectrum efficiently compared to FDMA. With the rapid growth of digital wireless communication in recent years, the need for high-speed mobile data transm...
Single Electron Transistor based Hardware designing of Linear Block Coding Technique for Error Correction in Digital Communication System
An increasing success in e-beam lithography technique revolutionized low power consuming, high integration density next generation nano device built consumer electronics. This has inspired Researchers to design s...
DISTRIBUTED GENERATION OF POWER USING RENEWABLE ENERGY RESOURCES-A COMPARATIVE REVIEW OF GRID-CONNECTED & STANDALONE SYSTEM
Off-grid power generation system has several complimentary functional applications and succinctly, it has been regarded to be an important technology to realize as its reliability, sustainability and techno-econom...