Corner detection is a crucial process in computer vision that identifies points in an image where the direction of the boundary changes sharply, which are often used as features for image matching and object recognition. It relies on analyzing the intensity changes in small regions of an image to detect these distinctive points, enabling more efficient and accurate image analysis tasks.