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Image-Guided Rendering with an Evolutionary Algorithm Based on Cloud Model
المؤلف
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-19، 19ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-02-19
دولة النشر
مصر
عدد الصفحات
19
التخصصات الرئيسية
الملخص EN
The process of creating nonphotorealistic rendering images and animations can be enjoyable if a useful method is involved.
We use an evolutionary algorithm to generate painterly styles of images.
Given an input image as the reference target, a cloud model-based evolutionary algorithm that will rerender the target image with nonphotorealistic effects is evolved.
The resulting animations have an interesting characteristic in which the target slowly emerges from a set of strokes.
A number of experiments are performed, as well as visual comparisons, quantitative comparisons, and user studies.
The average scores in normalized feature similarity of standard pixel-wise peak signal-to-noise ratio, mean structural similarity, feature similarity, and gradient similarity based metric are 0.486, 0.628, 0.579, and 0.640, respectively.
The average scores in normalized aesthetic measures of Benford’s law, fractal dimension, global contrast factor, and Shannon’s entropy are 0.630, 0.397, 0.418, and 0.708, respectively.
Compared with those of similar method, the average score of the proposed method, except peak signal-to-noise ratio, is higher by approximately 10%.
The results suggest that the proposed method can generate appealing images and animations with different styles by choosing different strokes, and it would inspire graphic designers who may be interested in computer-based evolutionary art.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Wu, Tao. 2018. Image-Guided Rendering with an Evolutionary Algorithm Based on Cloud Model. Computational Intelligence and Neuroscience،Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1130725
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Wu, Tao. Image-Guided Rendering with an Evolutionary Algorithm Based on Cloud Model. Computational Intelligence and Neuroscience No. 2018 (2018), pp.1-19.
https://search.emarefa.net/detail/BIM-1130725
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Wu, Tao. Image-Guided Rendering with an Evolutionary Algorithm Based on Cloud Model. Computational Intelligence and Neuroscience. 2018. Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1130725
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1130725
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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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
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