Handwritten Devnagari Special Characters and Words Recognition Using Neural Network
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 9
Abstract
The aim of this paper is to develop software which can recognize off line Devanagari special words which is made up of half consonant and consonant and special characters which is half form of consonant from scanned image of written documents using neural network. This paper will help to support easily digitization of the Devanagri script. Using this methodology for reorganization of the special characters of Devanagri script it is also easy to digitize the books written in Devanagri because ability of this methodology not only recognizes the normal characters but also the special characters. Some conventional methods like feature extraction and edge detection will be used for pre-processing the characters. These characters will be analysed by comparing its features. The process of data training of samples collected by different people will be followed after previous process. The proposed method will provide accuracy up-to 90% for special characters of deavanagri script with less training time.
Authors and Affiliations
Vaibhav Dedhe
Keywords
Related Articles
- EP ID EP95558
- DOI -
- Views 97
- Downloads 0
Wideband and Low Power CMOS Analog Multiplier in Deep Submicron Technology
In this paper CMOS Four Quadrant Analog Multiplier is designed. It is based on pair of common source amplifier, which acts as input transistor and two identical voltage controlled square root blocks which operate...
STRUCTURAL ANALYSIS OF COMPOSITE MATERIAL HELICAL GEAR UNDER DIFFERENT LOADING CONDITION
Gearing is one of the most critical components in a mechanical power transmission system, and in most industrial rotating machinery. In recent years it is required to operate machines at varying load and speed. Gear tee...
Current Advancements in Wireless Communication Technology
Wireless communication is the transfer of any information over some distance without the use of wires. Radio, or the use of radiated electromagnetic waves, is the only practical way of communicating with people or...
Time for Action to End Violence against Women
Incidents of crime against women have been increasing at an alarming pace in Indian incidents being rape, kidnapping, sexual harassment and eve teasing. While a lot of legal and NGO authorities are coming forward...
Web Crawlers and Search Engines
hypertext links. As the size of the system increases the users must traverse increasingly more links to find what they are looking for, until precise navigation becomes impractical. The WebCrawler is a tool that solves...