1. An image processing device comprising: an image acquisition part acquiring an image; a depth acquisition part acquiring a depth associated with a pixel in the image; a depth conversion part converting the depth in accordance with a function having a characteristic to nonlinearly approach a predetermined value with an increase in the depth; and a storage part storing the converted depth in association with the image.