DOIONLINE 
DOIONLINE Publish In |
International Journal of Advance Computational Engineering and Networking (IJACEN)-IJACEN |
 Journal Home Volume Issue |
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Issue |
Volume-10,Issue-5 ( May, 2022 ) | |||||||||
Paper Title |
Application of Computer Vision and Artificial Intelligence in Automated Document Processing | |||||||||
Author Name |
Zrinka Gligo, Sven Gotovac | |||||||||
Affilition |
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Pages |
16-19 | |||||||||
Abstract |
Abstract – With the increase of computer power and a major expansion of available data, computer vision is rapidly developing as well as its application in everyday needs such as advertising, financial statements, surveillance, medicine, robotics, self-driving vehicles, etc. Handwritten digit recognition is a popular problem and numerous papers achieve excellent results in solving it. The goal of this work is a similar problem, the recognition of stamped digits in a form of a date. This paper proposes an approach that includes frequently used algorithms in handwritten digit recognition like neural network as well as specific image pre-processing suitable for our particular data. Due to high level of accuracy achieved, the solution found application in the automatization of the billprocessing. Keywords – Convolutional Neural Network (CNN), Digit Recognition, Image Classification, Keras, OpenCV | |||||||||
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