1. An image processing device comprising: an evaluation area setting unit that sets an evaluation area whose category is to be identified in an in-vivo image; a texture component acquiring unit that acquires texture components from the evaluation area in the in-vivo image; an evaluation value calculating unit that calculates an evaluation value indicating homogeneity of the texture components; and an identifying unit that identifies the category of the evaluation area on the basis of the evaluation value.