کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
530529 869773 2006 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Estimating the Euler Characteristic of a planar set from a digital image
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Estimating the Euler Characteristic of a planar set from a digital image
چکیده انگلیسی

A new estimator (approximation) for the Euler–Poincaré characteristic of a planar set K in the extended convex ring is suggested. As input, it uses only the digital image of K, which is modeled as the set of all points of a regular lattice falling in K. The key idea is to estimate the two planar Betti numbers of K (number of connected components and number of holes) by approximating K and its complement by polygonal sets derived from the digitization. In contrast to earlier methods, only certain connected components of these approximations are counted. The estimator of the Euler characteristic is then defined as the difference of the estimators for the two Betti numbers. Under rather weak regularity assumptions on K, it is shown that all three estimators yield the correct result, whenever the resolution of the image is sufficiently high.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 17, Issue 6, December 2006, Pages 1237–1255
نویسندگان
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