| From Semi-supervised to Omni-supervised Room Layout Estimation Using Point Clouds | Jan 31, 2023 | Motion PlanningPseudo Label | CodeCode Available | 1 |
| LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering | Apr 1, 2021 | 3D Room Layouts From A Single RGB PanoramaDepth Estimation | CodeCode Available | 1 |
| LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network | Mar 3, 2022 | Room Layout Estimation | CodeCode Available | 1 |
| 3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform | Jul 19, 2022 | 3D Room Layouts From A Single RGB PanoramaRoom Layout Estimation | CodeCode Available | 1 |
| uLayout: Unified Room Layout Estimation for Perspective and Panoramic Images | Mar 27, 2025 | Room Layout Estimation | CodeCode Available | 1 |
| No More Ambiguity in 360° Room Layout via Bi-Layout Estimation | Apr 15, 2024 | Room Layout Estimation | CodeCode Available | 1 |
| Holistic 3D Scene Understanding from a Single Image with Implicit Representation | Mar 11, 2021 | 3D Object Detection3D Shape Reconstruction | CodeCode Available | 1 |
| Zillow Indoor Dataset: Annotated Floor Plans With 360deg Panoramas and 3D Room Layouts | Jun 19, 2021 | Room Layout Estimation | CodeCode Available | 1 |
| Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness | Mar 2, 2023 | Room Layout EstimationSegmentation | CodeCode Available | 1 |
| Polygon Detection for Room Layout Estimation using Heterogeneous Graphs and Wireframes | Jun 21, 2023 | Room Layout Estimation | CodeCode Available | 1 |
| PQ-Transformer: Jointly Parsing 3D Objects and Layouts from Point Clouds | Sep 12, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Semantic Room Wireframe Detection from a Single View | Jun 1, 2022 | Line Segment DetectionRoom Layout Estimation | CodeCode Available | 1 |
| Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image | Feb 27, 2020 | 3D Object Detection3D Shape Reconstruction | CodeCode Available | 1 |
| Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image | Apr 16, 2021 | Room Layout Estimation | CodeCode Available | 1 |
| U2RLE: Uncertainty-Guided 2-Stage Room Layout Estimation | Apr 17, 2023 | Room Layout Estimation | —Unverified | 0 |
| An Empty Room is All We Want: Automatic Defurnishing of Indoor Panoramas | May 6, 2024 | AllRoom Layout Estimation | —Unverified | 0 |
| BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction | Mar 25, 2025 | DenoisingLayout Generation | —Unverified | 0 |
| GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes | Aug 14, 2020 | Keypoint DetectionRoom Layout Estimation | —Unverified | 0 |
| HUSH: Holistic Panoramic 3D Scene Understanding using Spherical Harmonics | Jan 1, 2025 | Depth EstimationRoom Layout Estimation | —Unverified | 0 |
| iBARLE: imBalance-Aware Room Layout Estimation | Aug 29, 2023 | AvgDomain Generalization | —Unverified | 0 |
| LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering | Jun 19, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis | Jul 13, 2021 | 2D Semantic SegmentationDepth Estimation | —Unverified | 0 |
| Monocular Spherical Depth Estimation with Explicitly Connected Weak Layout Cues | Jun 22, 2022 | Depth EstimationRoom Layout Estimation | —Unverified | 0 |
| No More Ambiguity in 360deg Room Layout via Bi-Layout Estimation | Jan 1, 2024 | Room Layout Estimation | —Unverified | 0 |
| PanoViT: Vision Transformer for Room Layout Estimation from a Single Panoramic Image | Dec 23, 2022 | PositionRoom Layout Estimation | —Unverified | 0 |
