Example methods provided herein generate and employ three-dimensional (3D) reconstructed images of process equipment or areas within various environments in which combustion processes take places. These three-dimensional images are generated with data provided from imaging devices. The imaging devices are disposed or positioned at multiple vantage points, and in various ways, to monitor process equipment in the environment.