Understanding Image Interpretation: The Complexities of Human Perception

The human brain's process of interpreting images is more sophisticated than a simple classifier. Understanding images requires both a top-down and bottom-up component. The top-down component is seen in dreaming, where concepts trigger neurons and activate the visual cortex. Generative models connected to the top-down component may be the way to solve image interpretation. Researchers should consider this approach.