Medical thermal image processing for vein or other subsurface element detection and related methods is provided. A method for thermal image processing to enhance thermal scene information includes taking an output of an infrared camera and coupling the output to a spatial high pass filter. An output of the spatial high pass filter is then applied to a scene-based noise suppression module.