1. An image processing device comprising: an image acquisition unit that obtains video data that includes a plurality of consecutive frames, and also obtains image data that correspond to some of the frames and have a higher spatial resolution than the frames; a super resolution processing unit that performs super resolution processing on the frames by using a plurality of the frames, and that generates super resolution images that correspond to the frames; a motion estimation unit that detects a motion vector between the super resolution images by using the video data; and an image generation unit that, based on the super resolution images corresponding to the image data and on the motion vector, generates motion compensated image data that corresponds to the frames.