کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
852733 909415 2006 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel FOCAL technique based on BP-ANN
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
A novel FOCAL technique based on BP-ANN
چکیده انگلیسی

In this paper, the feed-forward back-propagation artificial neural network (BP-ANN) algorithm is introduced in the traditional Focus Calibration using Alignment procedure (FOCAL) technique, and a novel FOCAL technique based on BP-ANN is proposed. The effects of the parameters, such as the number of neurons on the hidden-layer and the number of training epochs, on the measurement accuracy are analyzed in detail. It is proved that the novel FOCAL technique based on BP-ANN is more reliable and it is a better choice for measurement of the image quality parameters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Optik - International Journal for Light and Electron Optics - Volume 117, Issue 4, 3 April 2006, Pages 145–150
نویسندگان
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