Re-initialization-free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation

arXiv:2310.08861v2 Announce Type: replace
Abstract: Variational level set method has become a powerful tool in image segmentation due to its ability to handle complex topological changes and maintain continuity and smoothness in the process of evolution. However its evolution process can be unstable, which results in over flatted or over sharpened contours and segmentation failure. To improve the accuracy and stability of evolution, we propose a high-order level set variational segmentation method integrated with molecular beam epitaxy (MBE) equation regularization. …

abstract arxiv become continuity cs.cv equation evolution free however image process regularization replace results segmentation set tool type via