کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
397180 1438511 2008 29 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Defining belief functions using mathematical morphology – Application to image fusion under imprecision
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Defining belief functions using mathematical morphology – Application to image fusion under imprecision
چکیده انگلیسی

We address in this paper the problem of defining belief functions, typically for multi-source classification applications in image processing. We propose to use mathematical morphology for introducing imprecision in the mass and belief functions while estimating disjunctions of hypotheses. The basic idea relies on the similarity between some properties of morphological operators and properties of belief functions. The framework of mathematical morphology guarantees that the derived functions have all required properties. We illustrate the proposed approach on synthetic and real images.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Approximate Reasoning - Volume 48, Issue 2, June 2008, Pages 437-465