The claimed subject matter provides a system and/or a method that facilitates simulating a portion 2-dimensional (2D) data for implementation within a 3-dimensional (3D) virtual environment. A 3D virtual environment can enable a 3D exploration of a 3D image constructed from a collection of two or more 2D images, the 3D image is constructed by combining the two or more 2D images based upon a respective image perspective. An analyzer can evaluate the collection of two or more 2D images to identify a portion of the 3D image that is unrepresented by the combined two or more 2D images. A synthetic view generator can create a simulated synthetic view for the portion of 3D image that is unrepresented, the simulated synthetic view replicates a 2D image with a respective image perspective for the unrepresented portion of 3D image.