Level Set Method: Theory and Implementation

Level Set Methods, introduced by Sethian and Osher in 1988, have gained widespread adoption and application over the past two decades. These methods are particularly prominent in image segmentation tasks such as facial contour extraction and license plate recognition, utilizing partial differential equations for boundary evolution. The implementation typically involves solving the Hamilton-Jacobi equation using finite difference schemes with reinitialization techniques to maintain stability.