If you observe the results of many image segmentation algorithms, you can notice the occurrence of region borders where a human observer wouldn't draw one, for instance across slow gradient/textured areas. This seems to be a universal phenomenon.
I have annotated the image below with yellow arrows to show what I am thinking about.
My question is twofold: is there a fundamental reason why these occur ? How can we detect such lines ?