Abstract: We give a proposal to obtain the new class property of each changed image segment using MRF graph model.The new class property of each changed image segment can be gotten by calculating maximum posterior probability through MRF graph model descripted by Gibbs distribution.The result could be regarded as the initial result and then be further analyzed using class spatial-relationship probability matrix.The experimental result shows the feasibility of this method.