کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6540611 158864 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decision support of farmland intelligent image processing based on multi-inference trees
ترجمه فارسی عنوان
پشتیبانی تصمیم گیری از پردازش تصویر هوشمند زمین های کشاورزی بر اساس چندین نتیجه گیری درختان
کلمات کلیدی
پردازش تصویر، درخت استنتاج، پایه قانون، پشتیبانی تصمیم پردازش هوشمند،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی
In order to meet the basic need of farmland image processing for non-professionals, to realize intelligent selection of image processing steps and common methods which were classified and analyzed based on knowledge description and inference of intelligent decision in this paper. According to the image features and requirements of users, the related rules were designed and then the color spaces, graying methods, de-noising methods, segmentation methods and morphology post-processing methods multi-inference trees were built. A manual evaluation method was adopted to evaluate the artificial and intelligent processing results. Therefore, the selection of image processing steps and methods can be made through these trees, and decision support of intelligent image processing can be realized. The experimental results show that the evaluation ratio of intelligent processing that more than 80 points is up to 83.0%, the average ratio is 75.9%, and the average processing time is about 0.23 s per image, which can greatly reduce the workload and blindness of methods selection and achieve higher level of comprehensiveness and operational efficiency.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers and Electronics in Agriculture - Volume 117, September 2015, Pages 49-56
نویسندگان
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