Abstract. After introducing the basic principles behind the similarityinvariant smoothness measures for curves and surfaces, with references to the relevant literature, we discuss the ramifications of scale-invariance in various problems of image processing and analysis, and point out some unanswered questions. 							
						
							
					 															
					Alexander Brook, Alfred M. Bruckstein, Ron Kimmel