Abstract
It this note, we give a formulation of a stochastic snake model based the theory of interacting particle systems and hydrodynamic limits. Curvature flows have been extensively considered from a deterministic point of view. They have been shown to be useful for a number of applications including crystal growth, flame propagation, and computer vision. In some previous work [71], we have described a random particle system, evolving on the discretized unit circle, whose profile converges toward the Gauss-Minkowsky transformation of solutions of curve shortening flows initiated by convex curves The present note shows that this theory may be implemented as a new way of evolving curves as a possible alternative to level set methods.
Original language | English |
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Title of host publication | Handbook of Mathematical Models in Computer Vision |
Publisher | Springer US |
Pages | 161-174 |
Number of pages | 14 |
ISBN (Print) | 0387263713, 9780387263717 |
DOIs | |
Publication status | Published - 2006 |
Externally published | Yes |