Title :
Implementation of ANN based Assamese Character recognition system with reinforcement of Radon Transform and PCA based feature extraction
Author :
Sharma, Praveen Kumar ; Deori, Mondira ; Kaur, Baljit ; Dey, Chanchal ; Das, Krishanu
Author_Institution :
Dept. of Electron. & Commun. Eng., Don Bosco Coll. of Eng. & Technol., Guwahati, India
Abstract :
This paper puts forward a methodology for recognizing Assamese Characters. The main objective of the work is to use the Radon Transform and Principal Component Analysis to obtain a set of invariant features. Then training and testing is done using ANN. Various experiments were conducted using this methodology and the results showed the effectiveness of the system.
Keywords :
Radon transforms; character recognition; feature extraction; neural nets; principal component analysis; ANN based Assamese character recognition system; PCA based feature extraction; Radon transform reinforcement; artificial neural network; principal component analysis; Artificial neural networks; Character recognition; Feature extraction; Principal component analysis; Training; Transforms; Vectors; ANN; Character Recognition; MLP; PCA; Radon Transform;
Conference_Titel :
Emerging Trends and Applications in Computer Science (ICETACS), 2013 1st International Conference on
Conference_Location :
Shillong
Print_ISBN :
978-1-4673-5249-9
DOI :
10.1109/ICETACS.2013.6691416
