کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6938559 869649 2015 45 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The image segmentation based on optimized spatial feature of superpixel
ترجمه فارسی عنوان
تقسیم بندی تصویر بر اساس ویژگی فضایی بهینه شده سوپرپیکسل
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی
This paper proposes a method of image segmentation based on superpixels. The method is applied to achieve the segmentation of synthetic aperture radar (SAR) image. Firstly, the superpixels are extracted based on multi-scale features. Then, the fuzzy c-means (FCM) clustering based on superpixels is implemented, in which the influence of neighboring and similar superpixels is incorporated into FCM and the influential degree is optimized to improve segmentation performance. Experimental results show that the proposed method can achieve an impressive accuracy of SAR segmentation. For application extension, when we extract corresponding feature from several types of specific images, the proposed method is able to achieve better segmentation performance.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 26, January 2015, Pages 146-160
نویسندگان
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