text: We develop Wallflower , a three-component system for background maintenance : the << pixel-level component >> performs [[ Wiener filtering ]] to make probabilistic predictions of the expected background ; the region-level component fills in homogeneous regions of foreground objects ; and the frame-level component detects sudden , global changes in the image and swaps in better approximations of the background .