3D Room

3D room modeling focuses on creating realistic and detailed digital representations of indoor spaces, aiming for accurate geometry, semantic understanding, and dynamic elements. Current research emphasizes efficient and controllable generation methods, leveraging techniques like neural signed distance fields (SDFs), neural radiance fields (NeRFs), and graph networks to achieve high-fidelity reconstructions from various input modalities (e.g., images, point clouds, 2D layouts). These advancements are driving progress in applications such as virtual and augmented reality, robotics, and interior design, by providing more realistic and interactive virtual environments.