International Journal of Computer Applications · 2018 · 11 citations · 10 references
ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningDeep LearningImage ClassificationOptical Character RecognitionPattern RecognitionText MiningWord RecognitionCharacter ClassificationConvolutional Neural NetworksDeep Learning OcrHandwritten Character RecognitionIntelligent Document ProcessingNeural Network-based RecognitionOptical Neural NetworksOptical Pattern Recognition
This is a complete Optical Recognition System using artificial intelligence. In this paper we have dealt with words and character detection. The OCR system that will train itself and help in extracting text from any image by using neural networks and back propagation techniques. Earlier we had to store data in a DATABASE while performing operations but with this we will be able to train our systems. We will have to store only a limited amount of data and the software will self train itself for future entries.
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An overview of character recognition methodologies
J. Mantas · Pattern Recognition · 1986 · 266 citations
Character recognition using neural networks
Rokus Arnold, Póth Miklós · 2010 · 45 citations