Tracking algorithms are computational methods used to monitor the movement or changes in objects over time within a defined space, often leveraging data from sensors or video feeds. These algorithms play a crucial role in various applications such as surveillance, autonomous vehicles, and augmented reality by providing accurate and real-time tracking capabilities.