People Recognize Objects by Visualizing Their “Skeletons”
Humans are much better at noise removal than computers. Many people can look at an object and see what's extraneous to the basic form--what's left is the skeleton. Computers, so far, don't have the context to do this, and instead try to recognize objects based on visual patterns, etc.Perhaps "weighting" models, allowing algorithms to look for centers of gravity and mechanical behavior would help. Humans exist in a 3d world, but we also interact with a simplified 3d world.We don't worry about the plastic bag in the street because we can feel how our car will respond. It's trivial. There's no "weight" attached to the object.Weight and balance are incredibly important psychologically (see the burgeoning popularity of weighted blankets), and that's a thing that's missing for computers. Having a tangible sense of the world in our minds gives us a huge leg up when relating to it.