Vehicle camera assemblies comprising novel mounting interfaces. In some embodiments, the assembly may comprise a camera housing configured for being mounted to a vehicle having a plurality of protruding coupling members extending therefrom. Each of the plurality of protruding coupling members may comprise a curved surface that may, for example, define curves in two planes perpendicular to one another. The assembly may further comprise a bracket configured for being coupled with the camera housing. The bracket may comprise a plurality of clips configured to releasably receive the plurality of protruding coupling members to releasably couple the camera housing to the bracket.