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
DOIONLINE NO - IJACEN-IRAJ-DOIONLINE-18647
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Copyright: © Institute of Research and Journals
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Published on 2022-08-02 |
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