Paper Title :Application of Computer Vision and Artificial Intelligence in Automated Document Processing

Author :Zrinka Gligo, Sven Gotovac

Article Citation :Zrinka Gligo ,Sven Gotovac , (2022 ) " Application of Computer Vision and Artificial Intelligence in Automated Document Processing " , International Journal of Advance Computational Engineering and Networking (IJACEN) , pp. 16-19, Volume-10,Issue-5

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

Type : Research paper

Published : Volume-10,Issue-5

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