An Analysis of Irregularities in Devanagari Script Writing – A Machine Recognition Perspective
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 2
Abstract
Abstract— This paper deals with the theoretical analysis of Devanagari script according to machine recognition perspective. An individual having good knowledge of the script of a language can easily read some words written on a paper pertaining to that script, though these are expressed in very bad manner, on the basis of his/her mental dictionary. Such words may not be easy to read through a machine as there may be various irregularities caused in expressing these words which are not easy to handle by a machine. A word in Devanagari script can be divided into three vertical regions i.e. the upper, the lower and the middle. The irregularities caused can belong to the upper, the lower and the middle region in a hand-printed word. Some common irregularities in writing Devanagari script are reported here. The various problems likely to be faced in machine recognition process pertaining to the words of Devanagari script are also detailed. Each individual writes uniquely. The writing of a writermay be very good or very bad. Some awkward styles of writing,due to which a lot of difficulties are faced in machine recognition process, are also discussed in detail.
Authors and Affiliations
Satish Kumar
Generating Membership Values And Fuzzy Association Rules From Numerical Data
The most important task in the design of fuzzy classification systems is to find a set of fuzzy rules from training data to deal with a specific classification problem. In this paper, a method to generate fuzzy rules fro...
Optimizing a multiple criteria dynamic layout problem using a simultaneous data envelopment analysis modeling Optimizing a DLP using DEA<br />
The main characteristic of today's manufacturing environments is volatility. Under such a volatile environment some parameters like demand is not stable. To operate efficiently under such environments, the facilities mus...
An Efficient Clustering Technique for Message Passing Between Data Points using Affinity Propagation
A wide range of clustering algorithms is available in literature and still an open area for researcher’s k-means algorithm is one of the basic and most simple partitioning clustering technique is given by Macqueen in 196...
Content Based Image Retrieval using Density Distribution and Mean of Binary Patterns of Walsh Transformed Color Images
This paper introduces a novel idea of Binary Pattern observation of column wise and Row wise Walsh transformed color images for feature vector generation. The density distribution of Sal, Cal components of Binary Pattern...
The Role and Issues of Clustering Technique in Designing Maintainable Object Oriented System
Object Oriented Software development technique has become very popular and is being used by most of the software development companies. Although maintenance may be turn out to be easier for Object Oriented System. But it...