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Research Paper | Information Technology | Iraq | Volume 6 Issue 3, March 2017

Numbers Recognition Techniques for Achieving Images

Dr. Taif Sami Hasan

Abstract: Modern technologies resolve many difficulties through submitting magic solutions characterized by the speed and accuracy in the completion of the work. The development of the solid components of digital electronic had given way to open the door to the evolution of modern software on the throne of the management of knowledge and modern technology. It must be ensure in contributing to making the process of dealing with the old data easy and efficient. The old data often had been stored as images in order to preserve it from loss and damage. Most of the old image archives have been handle manually. This process is boring and met the error. All of that enforce us to propose and design a system discriminate by simplicity, accuracy and speed is capable of detecting the numbers in these pictures in order to retrieve the record information. The system proposed several ways adopted the principle of comparative and the use of matching criteria as well as enter many improvements such as handle the individual numbers, apply shifting, scaling, and rotation for each in as attempt to overcome the obstacle resulted from variable scanned devices used to get the images and also the environment noise. Also an attempt of use some mechanisms of artificial intelligence, back propagation to detect the number. Finally, I should mention that excellent results through accuracy and speed have been obtained.

Keywords: Image Processing, Pattern Recognition, Correlation, Image Scaling, Back Propagation

Edition: Volume 6 Issue 3, March 2017,

Pages: 625 - 632

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