Implementation of ANN based Assamese Character recognition system with reinforcement of Radon Transform and PCA based feature extraction

Implementation of ANN based Assamese Character recognition system with reinforcement of Radon Transform and PCA based feature extraction

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 m...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Sharma, Purnima Kumari, Deori, Mondira, Kaur, Balbindar, Dey, Chandralekha, Das, Karen
Format: Tagungsbericht
Sprache:eng
Schlagworte:
ANN
Artificial neural networks
Character recognition
Feature extraction
MLP
PCA
Principal component analysis
Radon Transform
Training
Transforms
Vectors
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung: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.
DOI:10.1109/ICETACS.2013.6691416