The fusiform gyrus is a brain region located in the temporal and occipital lobes, crucial for high-level visual processing and recognition tasks, particularly in identifying faces and objects. Dysfunction in this area is associated with disorders like prosopagnosia, where individuals struggle to recognize familiar faces.