Partial Matching between Surfaces Using Fréchet Distance

نویسندگان

  • Jessica Sherette
  • Carola Wenk
چکیده

Computing the Fréchet distance for surfaces is a surprisingly hard problem. It has been shown that it is NP-hard to compute the Fréchet distance between many nice classes of surfaces [God98], [Buc10]. On the other hand, a polynomial time algorithm exists for computing the Fréchet distance between simple polygons [Buc06]. This was the first paper to give an algorithm for computing the Fréchet distance for a nontrivial class of surfaces and remains the only known approach. We consider a partial variant of the Fréchet distance problem, which for given polygons P and Q asks to compute a sub-polygon R ⊆ Q with smallest Fréchet distance to P . This poses various new challenges as the boundary curve of R is not given. We present a polynomial-time algorithm to compute the partial Fréchet distance of two coplanar polygons which is based on the one for simple polygons. We show that the sub-polygon can be computed in polynomial time as well. This is the first algorithm to address a partial Fréchet distance problem for surfaces.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Partial Curve Matching under the Fréchet Distance∗

Curve matching is a fundamental problem which occurs in many applications. In this paper, we extend the Fréchet distance to measure partial curve similarity, study its properties, and develop efficient algorithms to compute it. In particular, under the L1 or L∞ metrics, we present an algorithm to compute, in O(m2) time, the partial Fréchet distance between a segment and a polygonal curve of siz...

متن کامل

Exact algorithms for partial curve matching via the Fréchet distance

Curve matching is a fundamental problem that occurs in many applications. In this paper, we study the problem of measuring partial similarity between curves. Specifically, given two curves, we wish to maximize the total length of subcurves that are close to each other, where closeness is measured by the Fréchet distance, a common distance measure for curves. The resulting maximal length is call...

متن کامل

Simple Curve Embedding

Given a curve f and a surface S, how hard is it to find a simple curve f ′ ⊆ S that is the most similar to f? We introduce and study this simple curve embedding problem for piecewise linear curves and surfaces in R and R, under Hausdorff distance, weak Fréchet distance, and Fréchet distance as similarity measures for curves. Surprisingly, while several variants of the problem turn out to have p...

متن کامل

Semi-computability of the Fréchet distance between surfaces

The Fréchet distance is a distance measure for parameterized curves or surfaces. Using a discrete approximation, we show that for triangulated surfaces it is upper semi-computable, i.e., there is a non-halting Turing machine which produces a monotone decreasing sequence of rationals converging to the result. It follows that the decision problem, whether the Fréchet distance of two given surface...

متن کامل

Applied Similarity Problems Using Frechet Distance

The Fréchet distance is a well-known metric to measure similarity of polygonal curves. In the first part of this thesis, we introduce a new metric called Fréchet distance with speed limits and provide efficient algorithms for computing it. The classical Fréchet distance between two curves corresponds to the maximum distance between two point objects that traverse the curves with arbitrary non-n...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012