Title :
United Snakes [image analysis software]
Author :
Liang, Jianming ; McInerney, Tim ; Terzopoulos, Demetri
Author_Institution :
Centre for Comput. Sci., Turku Univ., Finland
Abstract :
Since their debut in 1987, snakes (active contour models) have become a standard image analysis technique with several variants now in common use. We present a portable, reusable software package called “United Snakes”. The package unites the most popular snake variants, including finite difference, B-spline, and Hermite polynomial snakes within the mathematical framework of a general finite element formulation with a choice of shape functions. The package furthermore incorporates a recently proposed snake-like technique known as “livewire”. We integrate snakes and livewire by introducing an effective method for imposing hard constraints on snakes. Our experiments demonstrate that snakes and livewire have complementary strengths and that their union offers a more powerful tool for interactive image analysis, especially for medical imaging applications. United Snakes is implemented in Java as a JavaBean so that it can easily be integrated in end user application systems
Keywords :
Java; edge detection; finite difference methods; finite element analysis; interactive systems; medical image processing; software reusability; splines (mathematics); B-spline; Hermite polynomial snakes; Java implementation; JavaBean; United Snakes software package; active contour models; end user application systems; finite difference; finite element formulation; hard constraints; interactive image analysis; livewire; medical imaging applications; reusable software package; shape functions; snake variants; standard image analysis technique; Active contours; Finite difference methods; Finite element methods; Image analysis; Java; Packaging; Polynomials; Shape; Software packages; Spline;
Conference_Titel :
Computer Vision, 1999. The Proceedings of the Seventh IEEE International Conference on
Conference_Location :
Kerkyra
Print_ISBN :
0-7695-0164-8
DOI :
10.1109/ICCV.1999.790348