An image compression apparatus is provided which includes an image dividing section that divides 3D image data into a plurality of units of data, 3D image data being composed of a plurality of frames, a pixel selection section that sequentially selects a pixel in one of the plurality of units as a target pixel in a predetermined order and selects pixels located within a predetermined range near the target pixel as reference pixels, a prediction error calculation section that calculates a prediction value of a target pixel value which is a pixel value of the target pixel, according to the pixel values of the reference pixels and calculates a prediction error which is a difference between the prediction value and the target pixel value, and an entropy coding section that performs entropy coding of the prediction error in each of the plurality of units.