9-4 Automatic segmentation by graph cuts with focus cues

Abstract

In most images that can be roughly devided into two parts (object and background), focuses are on objects. Given the fact as prior knowledge, we propose a new robust way of automatically extracting objects from a image. Our method estimates a object mask and a background mask from a result of DWT, and performs graph cuts with the masks as seeds.