کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
529122 869632 2015 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel set of image morphological operators using a modified vector distance measure with color pixel classification
ترجمه فارسی عنوان
یک مجموعه رمان از اپراتورهای مورفولوژیکی تصویر با استفاده از یک فاصله بردار اصلاح شده با طبقه بندی پیکسل رنگ
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی


• A color image morphology, based on a novel vector-based approach, is proposed.
• The technique implements Color Pixel Classification into three categories.
• A modified color distance is calculated based on the color pixel category.
• Experiments were realized for basic and advanced color morphological operators.

A novel set of color image morphological operators is proposed and is based on using a modified vector distance measure with an efficient preprocessing color pixel classification procedure. The input color pixels are classified into different categories based on the characteristics of the human color perception properties. Next, the color distance is calculated for each input color pixel based on its category, and, a combined technique is used to obtain color morphological operators. The main contributions of this work can be summarized in the following: (a) designing of novel vector-based morphological operators that can be used with color images and (b) the designed operators were extended to be implemented for developing vector-based tools for noise suppression, texture analysis, shape analysis, edge detection and skeletonization.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 30, July 2015, Pages 46–63
نویسندگان
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