Video segmentation is a fundamental computer vision task involving the partitioning of a digital video sequence into spatially and temporally coherent regions or objects. This process aims to assign a semantic label or instance identifier to each pixel across consecutive frames, facilitating fine-grained understanding, analysis, and manipulation of dynamic visual content.