Sketch2Human: Deep Human Generation with Disentangled Geometry and Appearance Control

arXiv:2404.15889v1 Announce Type: new
Abstract: Geometry- and appearance-controlled full-body human image generation is an interesting but challenging task. Existing solutions are either unconditional or dependent on coarse conditions (e.g., pose, text), thus lacking explicit geometry and appearance control of body and garment. Sketching offers such editing ability and has been adopted in various sketch-based face generation and editing solutions. However, directly adapting sketch-based face generation to full-body generation often fails to produce high-fidelity and diverse results due to the high …

abstract arxiv control cs.cv cs.gr editing geometry human image image generation solutions text type