Performance evaluation of classification techniques for Devanagari script

Enormous applications and the future necessities of image processing area open new paths for researchers. The analysis and recognition of numerous documents in the form of images are the challenging task. The classification is one of the vital phases in the image processing. The methods of classification must possess the consistency and accuracy. This research analyzes the different classification techniques and the performance analysis is carried out with the help of testing the image classification principles. In this research paper few classification techniques for Devanagari script are considered and evaluated in MATLAB R2014a.