New Promising Off Line Tool for Arabic Handwritten Character Recognition Based On JPEG2000 Image Compression
Abdurazzag Ali Aburas, Salem Ali Rehiel · 2008
The typical optical character recognition (OCR) systems, regardless the character's nature, are based mainly on three stages, preprocessing, features extraction and discrimination (recognizer). Each stage has its own problems and effects on the system efficiency such as time consuming and recognition errors. In order to avoid these difficulties this research paper presents new construction of OCR system for handwriting Arabic characters using JPEG2000 standard. The proposed algorithm obtained promising results in terms of accuracy as well as in terms of time consuming.