Scene understanding is a crucial aspect of computer vision that involves recognizing and interpreting the various components and relationships within an image or video to derive meaningful insights. It enables machines to mimic human-like perception by identifying objects, actions, and contextual information, facilitating applications in autonomous driving, robotics, and augmented reality.