Title :
Changes in connectivity in active contour models
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
Techniques that are useful for tracking objects that change their connectivity have been demonstrated. Contours are extracted from objects moving in two dimensions whose motion is nonrigid and whose connectivity may change. A previously proposed solution for nonrigid motion, which involves the use of simulated elastic curves to track objects, is extended to allow elastic materials to break, grow, and connect open endpoints. The extensions allow object tracking even when the connectivity of objects changes. An algorithm for tracking objects that divide in two is developed based on these extensions. The algorithm is tested using a computer-generated image sequence simulating cell division
Keywords :
cellular biophysics; computer vision; computerised pattern recognition; computerised picture processing; digital simulation; elasticity; tracking; active contour models; cell division; computer-generated image sequence; connectivity; elastic materials; nonrigid motion; object tracking; simulated elastic curves; Active contours; Application software; Change detection algorithms; Data mining; Image generation; Image sequences; Magnetosphere; Motion detection; Testing; Tracking;
Conference_Titel :
Visual Motion, 1989.,Proceedings. Workshop on
Conference_Location :
Irvine, CA
Print_ISBN :
0-8186-1903-1
DOI :
10.1109/WVM.1989.47127