Zone Based Feature Extraction and Statistical Classification Technique for Kannada Handwritten Numeral Recognition
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2012, Vol 3, Issue 10
Abstract
This paper presents the zone based feature extraction and statistical classification technique for Kannada handwritten numeral recognition. The Kannada handwritten numeral database required for the experimentation is collected from the different individuals and are preprocessed for feature extraction. The binary images fitted in a particular window size are partitioned into a number of regions and a real value is computed by the density of one’s to represent the image. The statistical classifier build for the experimentation and on Kannada handwritten numeral database found better classification and recognition rate.
Authors and Affiliations
Ashoka H. N. , Manjaiah D. H. , Rabindranath Bera
Keywords
Related Articles
- EP ID EP103606
- DOI -
- Views 107
- Downloads 0
A Survey on Resource Allocation Strategies in Cloud
The cloud computing is an emerging technology in the era of Internet. It is advancement to grid computing. Basically cloud computing is combination of distributed, parallel and grid computing. The cloud is a shared pool...
Character Recognition of High Security Number Plates Using Morphological Operator
Character recognition techniques associate a symbolic identity with the image of character. Character recognition software recognizes text characters in electronic files, usually scanned documents that are saved as image...
Multiple Object Removal Using Exemplar-Based Image Inpainting
The art of filling missing data in an image is known as image inpainting.The main purpose of inpainting process is to reconstruct missing regions in a visually plausible way. The propose system suggest a new algorithm fo...
An analysis on Stock Market Prediction using Data Mining Techniques
Stock market data analysis needs the help of artificial intelligence and data mining techniques. The volatility of stock prices depends on gains or losses of certain companies. Many people consider stock market predictio...
HARDWARE IMPLEMENTATION OF SATELLITE IMAGE ENHANCEMENT USING DWT LIFTING SCHEME WITH SPARTAN3 FPGA KIT
Enhancement of a digital or satellite image can be done in either of the areas viz, contrast , resolution and sharpness. In this paper we are introducing the hardware implementation of image enhancement using DWT lifting...