Artificial neural network algorithm for image compression and edge detection

المؤلفون المشاركون

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

المصدر

Journal of Kufa for Mathematics and Computer

العدد

المجلد 8، العدد 1 (31 مارس/آذار 2021)، ص ص. 33-38، 6ص.

الناشر

جامعة الكوفة كلية الرياضيات و علوم الحاسوب

تاريخ النشر

2021-03-31

دولة النشر

العراق

عدد الصفحات

6

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 38

رقم السجل

BIM-1494935