Title :
A novel boundary extraction algorithm based on a vector image model
Author :
Eua-Anant, Nawapak ; Udpa, Lalita
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
Abstract :
A novel idea of a vector image model has been proposed. This opens up the possibility of performing vector operations on an image. A Gaussian weighted image moment vector operator is derived and used to generate an edge vector field which in turn is used to drive a particle. The particle trajectory in a force field is simulated to obtain a close object boundary. Initial results indicate that the algorithm has considerable promise. The technique is also simple, robust, fast, and achieves subpixel accuracy
Keywords :
edge detection; vectors; Gaussian weighted image moment vector operator; boundary extraction algorithm; edge vector field; force field; particle trajectory; vector image model; Application software; Computational modeling; Computer vision; Data mining; Image converters; Image edge detection; Image processing; Image sequence analysis; Robustness; Surface fitting;
Conference_Titel :
Circuits and Systems, 1996., IEEE 39th Midwest symposium on
Conference_Location :
Ames, IA
Print_ISBN :
0-7803-3636-4
DOI :
10.1109/MWSCAS.1996.587797