Abstract: Highlights •We propose an interactive modeling system for geometric details for multi-scale 3D shapes.•Our system can transfer different scale details individually or in a concerted way.•Our system is conducted in real-time and keeps the overall shape of target surface.•Our system can facilitate many applications, including detail enrichment, model recreation, and shape completion.