1. A method comprising: determining a segmentation based on an intensity image, wherein the intensity image is associated with a corresponding depth image that includes depth values for corresponding locations in the intensity image; applying the segmentation to the depth image to segment the depth image into multiple regions; and modifying a depth value in the depth image based on the segmentation.