Artificial neural network algorithm for image compression and edge detection

Joint Authors

al-Azzawi, Fuad Shakir Tahir
Abd al-Rahman, Asma Abd al-Ilah

Source

Journal of Kufa for Mathematics and Computer

Issue

Vol. 8, Issue 1 (31 Mar. 2021), pp.33-38, 6 p.

Publisher

University of Kufa Faculty of Mathematics and Computers Science

Publication Date

2021-03-31

Country of Publication

Iraq

No. of Pages

6

Main Subjects

Information Technology and Computer Science

Abstract EN

In recent years, detection of things measured in the PASCAL VOC dataset has stabilized.

Low-level image features and high-level context.

There are many ways to perform complex grouping systems that combine image features in this work.

An algorithm has been proposed to reveal the edge of the image in the proposed way Fully Connected Network (FC) by Convolution Neural Network (CNN) in short time using CNN method to reduce the space occupied by the original information of the image.

To highlight the role of Artificial Neural Network (ANN) in the field of images to detect the edges using modern techniques in many areas of science, engineering and medicine, where the images of the cancerous cells algorithm that was created in this paper are revealed showing the importance of Artificial Neural Network (ANN) and Fully Connected Network (FC) by Convolution Neural Network (CNN) to detect cancer cells and tumors.

American Psychological Association (APA)

Abd al-Rahman, Asma Abd al-Ilah& al-Azzawi, Fuad Shakir Tahir. 2021. Artificial neural network algorithm for image compression and edge detection. Journal of Kufa for Mathematics and Computer،Vol. 8, no. 1, pp.33-38.
https://search.emarefa.net/detail/BIM-1494935

Modern Language Association (MLA)

Abd al-Rahman, Asma Abd al-Ilah& al-Azzawi, Fuad Shakir Tahir. Artificial neural network algorithm for image compression and edge detection. Journal of Kufa for Mathematics and Computer Vol. 8, no. 1 (Mar. 2021), pp.33-38.
https://search.emarefa.net/detail/BIM-1494935

American Medical Association (AMA)

Abd al-Rahman, Asma Abd al-Ilah& al-Azzawi, Fuad Shakir Tahir. Artificial neural network algorithm for image compression and edge detection. Journal of Kufa for Mathematics and Computer. 2021. Vol. 8, no. 1, pp.33-38.
https://search.emarefa.net/detail/BIM-1494935

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 38

Record ID

BIM-1494935