Strong connection between image processing and quantum gravity is presented. I calculated the entanglement entropy in one-dimensional quantum system living on the boundary of the image. Then I found a scaling relation to estimate the resolution of compressed image. The relation is analogous to AdS/CFT correspondence in the superstring theory. We discuss implications of the present results in viewpoints of high performance image processing and efficient Quantum Monte Carlo simulation.