A method of creating an image mosaic is provided. A plurality of image files is read at a computing device. The plurality of image files contains image data defining a plurality of overlapping images. A dual adjacency mesh for an image mosaic is defined based on an arrangement of the plurality of overlapping images. The dual adjacency mesh is defined as a plurality of nodes and edges that connect a pair of the plurality of nodes. A node is defined for each image of the plurality of overlapping images, and an edge is defined when an overlap exists between a pair of images of the plurality of overlapping images. The image mosaic is presented in a display of the computing device. The image mosaic is created from the plurality of overlapping images based on the defined dual adjacency mesh.