Recognition of Gurmukhi Script Characters Using Image Segmentation
Journal Title: GJRA-Global Journal For Research Analysis - Year 2015, Vol 4, Issue 9
Abstract
Image processing is a technique to extract the important features of an image and use them in desired manner. It helps us to visualize and analyze image in a better way. One of its main applications is Image segmentation in which we divide an image into desirable parts. In this study, Image segmentation is used for the recognition of Punjabi characters as nowadays there is a need of handwritten documents to be used in digital form. In this proposed work, Back propagation algorithm with Neural Networks is used for the character recognition. As neural network is one of the best methods for the recognition of the handwritten characters. Neural network is trained for the recognition of words that then match the input with the dataset and gives effective results.
Authors and Affiliations
Satwinder Kaur, Tejinder Thind
Keywords
Related Articles
- EP ID EP594228
- DOI -
- Views 96
- Downloads 0
Negative Effect of Ascorbic Acid in Gene Regulation of Provirus Hiv-1
To elucidate the inhibition mechanism of human immunodeficiency virus type 1 (HIV-1) replication by ascorbic acid, we have investigated and compared the effect of noncytoxic concentrations of ascorbic acid on provirus HI...
GST - ADVANTAGES AND DISADVANTAGES FOR STARTUPS IN INDIA
GST also known as the Goods and Services Tax is defined as the giant indirect tax structure designed to support and enhance the economic growth of a country. More than 150 countries have implemented GST so far. However,...
MEDICLAIM HEALTH INSURANCE POLICY–A STUDY ON CONSUMER BEHAVIOUR IN ROHTAK DISTRICT
A man engaged in earning his livelihood, has to encounter many risks. Some of the risks are expected and some others are quite unexpected. In a civilized society, many systems have been evolved to guard against such risk...
AN INNOVATIVE APPROACH TOWARDS RESEARCH IN PAINTING
Art and artistic research stimulates forward movements that progress in a socio-political and cultural environment, where conventions are questioned, shattered and new traditions are established. Innovative art practices...
MICROFILARIA IN BONE MARROW ASPIRATE: A CASE REPORT
Wuchereria bancrofti is the most common parasite causing lymphatic lariasis. Microlariae are demonstrated in the peripheral blood, body uids, ne needle aspirates and in bronchial brushings but it is an uncommon ndin...