There are disclosed various methods, apparatuses and computer program products for a multi-camera unit. In some embodiments the method comprises receiving at least two streams of images of a 360 degree view captured by at least a first multi- camera unit and a second multi-camera unit, wherein the first multi-camera unit and the second multi-camera unit capture images of the same scene and the second multi-camera unit is at least partially visible in the content captured by the first multi-camera unit;and replacing the presence of the second multi-camera unit in the scene captured by the first multi-camera unit based on captured content of at least the first multi-camera unit and the second multi-camera unit. The replacing comprises utilizing information of mutual location and orientation of cameras of the first multi-camera unit and the second multi-camera unit and information of at least one of the location and orientation of at least two multi-camera units.