1. An image processing device comprising: a depth acquisition unit for acquiring a depth to a subject in correlation with a pixel in a captured image of the subject; and a smoothing processing unit for designating a pixel in a region excluding a predetermined region in the image as a target pixel, and for performing a smoothing process of the degree according to the depth corresponding to the target pixel for a pixel value of the target pixel in a predetermined direction.