Windowed-FourierMixer: Enhancing Clutter-Free Room Modeling with Fourier Transform

arXiv:2402.18287v1 Announce Type: new
Abstract: With the growing demand for immersive digital applications, the need to understand and reconstruct 3D scenes has significantly increased. In this context, inpainting indoor environments from a single image plays a crucial role in modeling the internal structure of interior spaces as it enables the creation of textured and clutter-free reconstructions. While recent methods have shown significant progress in room modeling, they rely on constraining layout estimators to guide the reconstruction process. These methods are …

3d scenes abstract applications arxiv context cs.cv demand digital environments fourier free image immersive inpainting modeling role room spaces type