1. An image processing device, comprising: a dictionary data storage unit configured to store dictionary data related to features of a plurality of objects; an arithmetic unit configured to compute feature data of an input image based on information of the input image that includes an object with a specific feature among the plurality of objects; and a calculation unit configured to calculate a parameter for adjusting the dictionary data related to the object with the specific feature based on the feature data and the dictionary data.