Arxiv paper - SceneCraft: Layout-Guided 3D Scene Generation

In this episode, we discuss SceneCraft: Layout-Guided 3D Scene Generation by Xiuyu Yang, Yunze Man, Jun-Kun Chen, Yu-Xiong Wang. SceneCraft is a method for generating detailed indoor 3D scenes based on user-provided textual descriptions and spatial preferences, using a rendering-based technique and a semantic and depth-conditioned diffusion model to enhance scene representation. It extends beyond single-room creation to design complex multi-room environments like multi-bedroom apartments with diverse layouts. Experimental results demonstrate that SceneCraft outperforms previous techniques in producing intricate and realistic indoor scenes.