Foreground extraction is a crucial process in computer vision and image processing, used to isolate and identify the primary subjects within an image distinct from the background. This technique plays a pivotal role in numerous applications such as object recognition, video surveillance, and augmented reality, enabling accurate analysis and interaction with the main elements in a scene.