Multi-stage Strategy to Classify Handwritten Characters of Telugu
Journal Title: International Journal of Current Research and Review - Year 2017, Vol 9, Issue 20
Abstract
The aim of this work is to recognize handwritten characters of Indian language, Telugu. Single stage of classifying similar Telugu characters leads to low recognition rate. However similar characters of Telugu (Indian language) are recognized in two stages in the current work. Various preprocessing steps are carried out first to extract characters from the handwritten documents. The preprocessed characters are then utilized to extract features from them. These features are further used in the proposed two-stage classification. The misclassified characters from the first stage of classification are fed to the second classifier in the proposed method. The recognition rates obtained with the two stage system are better compared to the single stage classification system.
Authors and Affiliations
T. R. Vijaya Lakshmi
Keywords
Related Articles
- EP ID EP607834
- DOI 10.7324/IJCRR.2017.9209
- Views 130
- Downloads 0
Hydroprocedures- The Miracle Tool of Phacoemulsification: Visual Outcome and Complications of Fifteen Cases of Phacoemulsification Performed in a Regional Institute of Ophthalmology
Introduction: It has been our observation that in phacoemulsification many layers of hydrodelineation help in naturally cleaving the natural crystalline lens layer by layer. Subsequent emulsification of each layer is eas...
Variation in Beliefs Towards Low Back Pain between Physiotherapy and Nursing Students
Variation in beliefs towards low back pain between physiotherapy and nursing students The objective of this study was to find out the variation in beliefs between physiotherapy and nursing students towards low back pain....
Axial length and Refractive Status of Adults in South Western Nigeria
Background: The axial length of the eye is the distance between the centre of the cornea and the retina. This is one of the determinants of the refractive state of the eye and a knowledge of this is useful in intraocular...
Face Resolution Enhancement Using Artificial Bee Colony
The existing adaptive shock filter based algorithm generate resolution enhanced images with constant values and random number of iterations for all images. Here, a useful application of artificial bee colony to find the...
Detection of Carbapenem-Resistant Klebsiella Pneumoniae Isolates from Clinical Specimens in Nnamdi Azikiwe University Teaching Hospital, Nnewi
Background: Carbapenem-resistant Klebsiella pneumoniae is emerging rapidly worldwide. The accurate and prompt identification of Klebsiella pneumoniae carbapenemase (KPC) is a key to limiting the spread of these bacteria....