A compacting unit for the tobacco industry includes a conveyor drum configured to convey groups of segments disposed perpendicularly to the feed direction. A first compactor and a second compactor have a first contact portion and a second contact portion, respectively. The first contact portion and the second contact portion are respectively adapted to be placed in contact with a first axial end and a second axial end of a group of segments in transit in the compacting station. The first contact portion is compliant, preferably elastically compliant, along a longitudinal direction of extension of the groups of segments upon interaction with the first axial end. The second contact portion defines a rigid abutment along the longitudinal direction of extension of the groups of segments suitable for setting a predetermined position for the second axial end.