کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6883700 695311 2016 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Image segmentation incorporating double-mask via graph cuts
ترجمه فارسی عنوان
تقسیم بندی تصویر با استفاده از دو ماسک از طریق برش های گراف
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی
This paper described a novel strategy to apply double-masking in image segmentation based on graph cuts. We provided a reasonable method for imposing seed information automatically at object regions where image labels are difficult to determine during complex underwater scene segmentation. Cr component pre-segmentation based on Mahalanobis distance played a role in YCrCb space. The pre-segmentation region was used as object mask for the graph model of the original image in Cr pre-segment binary image. The minimum-enclosing rectangle of the object mask could reduce the calculative area in graph model and the bounding box-provided graph model of the original image with the background mask. Our approach was easily realized and did not require specialized hardware, prior knowledge of underwater conditions, or scene structure. Experimental results demonstrated the robustness and accuracy of the performance of our proposed method.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Electrical Engineering - Volume 54, August 2016, Pages 246-254
نویسندگان
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