کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
527677 869344 2006 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Hill-manipulation: An effective algorithm for color image segmentation
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Hill-manipulation: An effective algorithm for color image segmentation
چکیده انگلیسی

In cluster-based image segmentation techniques, clusters may be viewed as hills in a histogram. These techniques may suffer from large hills that dominate the smaller hills and thus they result in a loss of image details in the segmentation process. In this paper, we propose a novel approach, called Hill-Manipulation algorithm, to solve the problems of the traditional cluster-based image segmentation methods. It starts by segmenting the 3D color histogram into hills according to the number of local maxima found, and then each hill is checked against defined criteria for possible splitting into more homogenous smaller hills. As a result, details of an image are distinguished and the details are captured in the segmentation. Finally, the resulting hills undergo a post-processing task that filters out the small non-significant regions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Image and Vision Computing - Volume 24, Issue 8, 1 August 2006, Pages 894–903
نویسندگان
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