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