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 .