Yuka Kihara

In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation

We present a new algorithm for multi-region segmentation of 2D images with objects that may partially occlude each other. Our algorithm is based on the observation that human performance on this task is based both on prior knowledge about plausible shapes and taking into account the presence of occl…