![](/images/graphics-bg.png)
A Novel Real-Time Image Restoration Algorithm in Edge Computing
المؤلفون المشاركون
An, Feng-Ping
Lin, Fuhong
Xu, Shenggang
Ma, Xingmin
المصدر
Wireless Communications and Mobile Computing
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-08-09
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Owning to the high processing complexity, the image restoration can only be processed offline and hardly be applied in the real-time production life.
The development of edge computing provides a new solution for real-time image restoration.
It can upload the original image to the edge node to process in real time and then return results to users immediately.
However, the processing capacity of the edge node is still limited which requires a lightweight image restoration algorithm.
A novel real-time image restoration algorithm is proposed in edge computing.
Firstly, 10 classical functions are used to determine the population size and maximum iteration times of traction fruit fly optimization algorithm (TFOA).
Secondly, TFOA is used to optimize the optimal parameters of least squares support vector regression (LSSVR) kernel function, and the error function of image restoration is taken as an adaptive function of TFOA.
Thirdly, the LLSVR algorithm is used to restore the image.
During the image restoration process, the training process is to establish a mapping relationship between the degraded image and the adjacent pixels of the original image.
The relationship is established; the degraded image can be restored by using the mapping relationship.
Through the comparison and analysis of experiments, the proposed method can meet the requirements of real-time image restoration, and the proposed algorithm can speed up the image restoration and improve the image quality.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Ma, Xingmin& Xu, Shenggang& An, Feng-Ping& Lin, Fuhong. 2018. A Novel Real-Time Image Restoration Algorithm in Edge Computing. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1215976
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Ma, Xingmin…[et al.]. A Novel Real-Time Image Restoration Algorithm in Edge Computing. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1215976
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Ma, Xingmin& Xu, Shenggang& An, Feng-Ping& Lin, Fuhong. A Novel Real-Time Image Restoration Algorithm in Edge Computing. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1215976
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1215976
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
![](/images/ebook-kashef.png)
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
![](/images/kashef-image.png)