Reverse Engineering of Generic Shapes Using Quadratic Spline and Genetic Algorithm

被引:0
作者
Irshad, Misbah [1 ]
Azam, Munazza [1 ]
Sarfraz, Muhammad [2 ]
Hussain, Malik Zawwar [3 ]
机构
[1] Lahore Coll Women Univ, Lahore, Pakistan
[2] Kuwait Univ, Dept Informat Sci, Kuwait, Kuwait
[3] Univ Punjab, Lahore, Pakistan
来源
ADVANCES IN COMPUTER VISION, CVC, VOL 1 | 2020年 / 943卷
关键词
Spline; Reverse engineering; Genetic algorithm; Generic shapes; Images;
D O I
10.1007/978-3-030-17795-9_50
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An approach, for reverse engineering of generic shapes is proposed which is useful for the vectorization of the generic shapes. The recommended scheme comprises of different steps including extracting outlines of images, identifying feature points from the detected outlines, and curve fitting. The quadratic spline functions are used to find the optimal solution of the curve fitting with the help of a soft computing technique genetic algorithm (GA), which gives best suitable values of shape parameters. Genetic algorithm, a technique, usually used to find the optimal solutions of bit-complicated problems has been utilized to calculate optimal values of parameters in the representation of quadratic spline, which give minimum error between detected boundary of the image and the fitted spline curve.
引用
收藏
页码:678 / 686
页数:9
相关论文
共 16 条
[1]  
Borna Keivan, 2014, INT J COMPUTER SCI E, V4, P47
[2]   Fast and accurate NURBS fitting for reverse engineering [J].
Brujic, Djordje ;
Ainsworth, Iain ;
Ristic, Mihailo .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 54 (5-8) :691-700
[3]  
Chetrikov D., 1999, P 23 WORKSH AUSTR PA, P1751
[4]  
Gleicher M, 2004, CURVE TUTORIAL INTRO
[5]  
Hristakeva M, 2003, SOLVING 0 1 KNAPSACK
[6]   Outline capturing using rational functions with the help of genetic algorithm [J].
Irshad, Misbah ;
Khalid, Sobia ;
Hussain, Malik Zawwar ;
Sarfraz, Muhammad .
APPLIED MATHEMATICS AND COMPUTATION, 2016, 274 :661-678
[7]  
JOSHI G., 2014, INT J ADV RES COMPUT, V4, P802
[8]   On parametrization of interpolating curves [J].
Juhasz, Imre ;
Hoffmann, Miklos .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2008, 216 (02) :413-424
[9]   Using Genetic Search for Reverse Engineering of Parametric Behavior Models for Performance Prediction [J].
Krogmann, Klaus ;
Kuperberg, Michael ;
Reussner, Ralf .
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2010, 36 (06) :865-877
[10]  
Kumar A, 2013, Int J Electr Electron Mech Controls (IJEEMC), V2, P1