Image segmentation using domain constraints

Image segmentation techniques which employ domain knowledge produce in general much better results than context-free methods but often suffer from lack of portability and excessive development and computation time. We describe a new segmentation technique which employs very general knowledge of domain characteristics to improve the performance of context-free systems while avoiding many of the problems of existing domain-specific methods.

[1]  Martin D. Levine,et al.  An optimal set of image segmentation rules , 1984, Pattern Recognit. Lett..

[2]  Alex Pentland,et al.  Fractal-Based Description of Natural Scenes , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[3]  Martin D. Levine,et al.  Low Level Image Segmentation: An Expert System , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Azriel Rosenfeld,et al.  Albedo estimation for scene segmentation , 1983, Pattern Recognit. Lett..