Handwritten Kannada Document Image Processing using Optical Character Recognition
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 4
Abstract
Abstract: The objective of Optical Character Recognition (OCR) is automatic reading of optically sensed document text materials to translate human-readable characters to machine- readable codes. In Optical Character Recognition, the text lines in a document must be segmented properly before recognition. English Character Recognition (CR) has been extensively studied in the last half century and progressed to a level, sufficient to produce technology driven applications. But same is not the case for Indian languages which are complicated in terms of structure and computations. This is the motivation behind choosing OCR for Kannada language. A KSRTC bus pass application form written in Kannada is chosen for processing and recognition. The OCR system is devised to first segment the whole document into text lines, then to words and then to individual characters. These characters are then used to extract the necessary features and recognize those characters and classify them
Authors and Affiliations
Mayur M Patil, Akkamahadevi R Hanni
Keywords
Related Articles
- EP ID EP164744
- DOI -
- Views 98
- Downloads 0
Optimized Hypergraph Based Social Image Search Using Visual-Textual Joint Relevance Learning
Abstract: Recent years have witnessed a great success of social media websites. Tag-based image search is an important approach to access the image content of interest on these websites. However, the existing ranki...
Analysis of Manhattan mobility model without RSUs
The vehicular communication is an important issue to the researchers who are engaged in preventing traffic accidents and traffic jams. The earlier vehicular models had discussed only communication among vehicles...
An Effective m-Health System for Antenatal and Postnatal Care in Rural Areas of Bangladesh
Abstract: In South Asia, Maternal Mortality Rate (MMR) is so high due to the lack of health facility, doctor’s insufficiency, lack of communication facility and also the poverty. Bangladesh is also suffering from this un...
Data storage security in Cloud
Abstract : Cloud computing is worthy of consideration and try to build business systems as a way for businesses in this way can undoubtly bring about lower costs, higher profits and more choice; for large scale ind...
Video Steganography Using LSB Matching Revisited Algorithm
Abstract: Video Steganography deals with hiding secret data or information within a video. In this paper, a spatial domain technique for LSB Matching Revisited algorithm (LSBMR) has been proposed, where the secret...