A system and process for attaching tags to panoramic video. Tags provide information when viewing panoramic images, serve as references to specific actions and serve as reference for outside systems into a panoramic image database. Objects in a video can be tagged. It defines tags through 4-D time-space curves, which specify the 3-D location of a tagged object over time. It provides a user-friendly mechanism for defining said curves in panoramic video, which rely on curve fitting techniques to minimize the number of images to be labeled. It provides a mechanism for annotating tags with further information. When displaying tagged panoramic video, tags are graphically superimposed on the panoramic video feed using projective projection techniques. From this visualization, a user can then select a given tag and invoke an associated action. Additionally a mechanism whereby tags and associated user-provided information are used as index into panoramic image databases is provided.