Multiview analysis of scenes includes the study of scene-independent constraints satisfied by a configuration of cameras for all types of scenes as well as the study of view-independent constraints satisfied by any camera on a configuration of points. In this paper, we derive new constraints involving configurations of points that move with constant velocity, with constant acceleration, and for unconstrained planar motion. We show how these constraints can be applied to problems like motion recognition, frame alignment, etc.