The invariance problem
• Our perceptual systems are very good at dealing
with invariances
– translation, rotation, scaling
– deformation, contrast, lighting, rate
• We are so good at this that its hard to appreciate
how difficult it is.
– Its one of the main difficulties in making
computers perceive.
– We still don’t have generally accepted
solutions.