A multi-scale level set method based on local features for segmentation of images with intensity inhomogeneity.

•A multi-scale local feature-based level set method is proposed.•The optimal scale value of the local region for each pixel is determined automatically.•The local feature can be incorporated into classical local region-based level set models.