UniVS: Unified and Universal Video Segmentation with Prompts as Queries

Figure 1. Illustration of different video segmentation (VS) tasks. Category-specified VS includes VIS, VSS and VPS tasks, while promptspecified VS consists of VOS, RefVOS and PVOS tasks. Please find more video demos on our project page https://sites.google . com/view/unified-video-seg-univs.