Deep3DSketch+ is a novel end-to-end approach that performs 3D modeling using only a single free-hand sketch, without requiring multiple sketches or view information. It introduces a lightweight generation network for efficient real-time inference and a structural-aware adversarial training approach to facilitate learning of realistic and fine-detailed shape structures. The method is user-friendly and doesn’t require expert knowledge, making it an effective solution for rapid 3D modeling. The method has demonstrated high-fidelity performance in extensive experiments.
Publication date: 25 Sep 2023
Project Page: https://arxiv.org/abs/2309.13006v1
Paper: https://arxiv.org/pdf/2309.13006
