A novel approach to polygonal approximation of digital curves

نویسندگان

  • Asif Masood
  • Shaiq A. Haq
چکیده

A new approach to polygonal approximation is presented in this paper. It starts from an initial set of dominant points (break points), where the integral square error from a given shape is zero. The proposed algorithm iteratively deletes most redundant dominant points till required approximation is achieved. Stabilization algorithm after elimination of each dominant point ensures high quality of approximation. Results of proposed algorithm are compared with classical algorithms. The proposed algorithm has additional benefits like polygonal approximation with any number of dominant points and up to any error value and robustness of results. 2007 Elsevier Inc. All rights reserved.

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

Comparative Study on Polygonal Approximation Techniques for Digital planar curves

Polygon approximation plays a vital role in abquitious applications like multimedia, geographic and object recognition . An extensive number of polygonal approximation techniques for digital planar curves have been proposed over the last decade, but there are no comparative study of recently proposed techniques. Polygons are collection of large number of vertices and edges. The approach, polygo...

متن کامل

Thinning-free Polygonal Approximation of Thick Digital Curves Using Cellular Envelope

Since the inception of successful rasterization of curves and objects in the digital space, several algorithms have been proposed for approximating a given digital curve. All these algorithms, however, resort to thinning as preprocessing before approximating a digital curve with changing thickness. Described in this paper is a novel thinning-free algorithm for polygonal approximation of an arbi...

متن کامل

Survey on Polygonal Approximation Techniques for Digital Planar Curves

Polygon approximation plays a vital role in abquitious applications like multimedia, geographic and object recognition. An extensive number of polygonal approximation techniques for digital planar curves have been proposed over the last decade, but there are no survey papers on recently proposed techniques. Polygon is a collection of edges and vertices. Objects are represented using edges and v...

متن کامل

An Approach to Polygonal Approximation of Digital Curves Based on Discrete Particle Swarm Algorithm

An approach to polygonal approximation of regular digital curves based on PSO algorithm is presented. In this paper, each particle corresponds to a candidate solution to the polygonal approximation problem, which is represented as a binary vector. The offset error of centroid between the original curve and the approximation polygon, and the variance of distance error for each approximation segm...

متن کامل

Polygonal approximation of digital planar curves through adaptive optimizations

In this paper, we present a novel non-parametric polygonal approximation algorithm for digital planar curves. The proposed algorithm first selects a set of points (called cut-points) on the contour which are of very ‘high’ curvature. An optimization procedure is then applied to find adaptively the best fitting polygonal approximations for the different segments of the contour as defined by the ...

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:
  • J. Visual Communication and Image Representation

دوره 18  شماره 

صفحات  -

تاریخ انتشار 2007