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 .