Single Image Dehazing and Edge Preservation Based on the Dark Channel Probability-Weighted Moments
المؤلفون المشاركون
Habib, Hafiz Adnan
Mehmood, Zahid
Alharbey, Riad
Yousaf, Rehan Mehmood
Banjar, Ameen
Aboulola, Omar
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-12-02
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
The method of single image-based dehazing is addressed in the last two decades due to its extreme variating properties in different environments.
Different factors make the image dehazing process cumbersome like unbalanced airlight, contrast, and darkness in hazy images.
Many estimating and learning-based techniques are used to dehaze the images to overcome the aforementioned problems that suffer from halo artifacts and weak edges.
The proposed technique can preserve better edges and illumination and retain the original color of the image.
Dark channel prior (DCP) and probability-weighted moments (PWMs) are applied on each channel of an image to suppress the hazy regions and enhance the true edges.
PWM is very effective as it suppresses low variations present in images that are affected by the haze.
We have proposed a method in this article that performs well as compared to state-of-the-art image dehazing techniques in various conditions which include illumination changes, contrast variation, and preserving edges without producing halo effects within the image.
The qualitative and quantitative analysis carried on standard image databases proves its robustness in terms of the standard performance evaluation metrics.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Yousaf, Rehan Mehmood& Habib, Hafiz Adnan& Mehmood, Zahid& Banjar, Ameen& Alharbey, Riad& Aboulola, Omar. 2019. Single Image Dehazing and Edge Preservation Based on the Dark Channel Probability-Weighted Moments. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-11.
https://search.emarefa.net/detail/BIM-1200805
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Yousaf, Rehan Mehmood…[et al.]. Single Image Dehazing and Edge Preservation Based on the Dark Channel Probability-Weighted Moments. Mathematical Problems in Engineering No. 2019 (2019), pp.1-11.
https://search.emarefa.net/detail/BIM-1200805
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Yousaf, Rehan Mehmood& Habib, Hafiz Adnan& Mehmood, Zahid& Banjar, Ameen& Alharbey, Riad& Aboulola, Omar. Single Image Dehazing and Edge Preservation Based on the Dark Channel Probability-Weighted Moments. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-11.
https://search.emarefa.net/detail/BIM-1200805
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1200805
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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