Get improved room layout from image by using pixel meaning with SRW-Net
Get improved room layout from image by using pixel meaning with SRW-Net
Semantic Room Wireframe Detection from a Single View
arXiv paper abstract https://arxiv.org/abs/2206.00491v1
arXiv PDF paper https://arxiv.org/pdf/2206.00491v1.pdf
Reconstruction of indoor surfaces with limited texture information or with repeated textures, a situation common in walls and ceilings, may be difficult with a monocular Structure from Motion system.
... propose a Semantic Room Wireframe Detection task to predict a Semantic Wireframe from a single perspective image.
Such predictions may be used with shape priors to estimate the Room Layout and aid reconstruction.
To train and test ... create a new set of annotations from the simulated Structured3D dataset.
... SRW-Net handles complex room geometries better than previous Room Layout Estimation algorithms while quantitatively out-performing the baseline in non-semantic Wireframe Detection.
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