Many applications use virtual view to see objects or sceneries in certain directions where there is no angle of visual sensor viewing the directions. Generating indirect virtual view images also save visual sensor node in a network. In addition visual sensors have abilities to give more information related to virtual view images. In fact, generating virtual view images using wireless visual sensor network is a challenging task, due to the limitation of energy, computation, and bandwidth. Therefore, this paper proposes using combination of camera selection method with parameters optimization of JPEG 2000 image compression and image transmission strategy applying mutual information criteria.