A Novel Technique for Image Compression in Hand Written Recognition using Back Propagation in Neural Network
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2013, Vol 4, Issue 6
Abstract
The handwritten symbol recognition plays an important role in present communication systems. In the data communication systems, all the data have to be recorded, encoded and will be communicated with other systems. Presently this communication system extracts the digital and non-digital information from printers, scanners, and touch screens and from the image processing techniques which will be fed into the different pattern recognition algorithms. The digital data communication is easier rather than non-digital data communication like hand written symbols due to the variation of styles, size and shapes of the handwritten symbols from person to person so we have to compress the image which helps to reduce the storage space and the transmission cost . This paper presents implementation of handwritten symbol recognition using back-propagation algorithm in neural networks using MATLAB with training dataset which will give the compressed image exactly with improved resolution. This algorithm helps to increase the performance of the system.
Authors and Affiliations
P. Padmasree , Maheswari. R
Keywords
Related Articles
- EP ID EP87560
- DOI -
- Views 159
- Downloads 0
Design and Realization of Digital FIR Filter using Dolph-Chebysheb Window
In Digital Signal Processing, one of the most important filter type is the FIR filter which can be designed via various methods. Window technique is the most important technique that is used to design the FIR filter. Apa...
Data Link Layer-Security Issues
Security issues in the data link layer are not properly explained while network security problems in other layers of OSI model are studied and addressed. In this paper, we propose a new security inter-layering structure...
A COMPARATIVE ANALYSIS OF OBJECT POINT METHOD WITH USE CASE METHOD IN SOFTWARE EFFORT ESTIMATION
The important work in software development process is to develop projects within estimated time and cost. As accuracy and effort plays a vital role for software development system. Several techniques are available for ef...
An analysis of LEACH Protocol in Wireless Sensor Network: A Survey
Wireless Sensor Network is composed of numbers of tiny sensors (nodes) which have the capability of gathering the data about environmental activities and making certain computations on them so that they can be communicat...
A distributed system architecture for maximum utilization of idle resources and speedup for batch processing tasks.
Computers which are used in organizations for normal task, may have wastage of resources like processing power, memory (mainly primary memory). If computers are used as a single unit, even then some amount of resources a...