SOTAVerified

Room Layout Estimation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–44 of 44 papers

TitleStatusHype
From Semi-supervised to Omni-supervised Room Layout Estimation Using Point CloudsCode1
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth RenderingCode1
LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer NetworkCode1
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough TransformCode1
uLayout: Unified Room Layout Estimation for Perspective and Panoramic ImagesCode1
No More Ambiguity in 360° Room Layout via Bi-Layout EstimationCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
Zillow Indoor Dataset: Annotated Floor Plans With 360deg Panoramas and 3D Room LayoutsCode1
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion AwarenessCode1
Polygon Detection for Room Layout Estimation using Heterogeneous Graphs and WireframesCode1
PQ-Transformer: Jointly Parsing 3D Objects and Layouts from Point CloudsCode1
Semantic Room Wireframe Detection from a Single ViewCode1
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single ImageCode1
Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB ImageCode1
U2RLE: Uncertainty-Guided 2-Stage Room Layout Estimation—0
An Empty Room is All We Want: Automatic Defurnishing of Indoor Panoramas—0
BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction—0
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes—0
HUSH: Holistic Panoramic 3D Scene Understanding using Spherical Harmonics—0
iBARLE: imBalance-Aware Room Layout Estimation—0
LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering—0
MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis—0
Monocular Spherical Depth Estimation with Explicitly Connected Weak Layout Cues—0
No More Ambiguity in 360deg Room Layout via Bi-Layout Estimation—0
PanoViT: Vision Transformer for Room Layout Estimation from a Single Panoramic Image—0
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation—0
Structural Deep Metric Learning for Room Layout Estimation—0
Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts—0
Transferable End-to-end Room Layout Estimation via Implicit Encoding—0
3D Room Layout Estimation Beyond the Manhattan World Assumption—0
Understanding Bayesian Rooms Using Composite 3D Object Models—0
Understanding Indoor Scenes Using 3D Geometric Phrases—0
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model—0
Self-training Room Layout Estimation via Geometry-aware Ray-casting—0
Shape-Net: Room Layout Estimation from Panoramic Images Robust to Occlusion using Knowledge Distillation with 3D Shapes as Additional Inputs—0
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation—0
Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning—0
RoomNet: End-to-End Room Layout EstimationCode0
Self-supervised 360^ Room Layout EstimationCode0
Holistic 3D Scene Parsing and Reconstruction from a Single RGB ImageCode0
PSMNet: Position-aware Stereo Merging Network for Room Layout EstimationCode0
Structured3D: A Large Photo-realistic Dataset for Structured 3D ModelingCode0
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose EstimationCode0
ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object DetectionCode0
Show:102550

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IM3DIoU64.4—Unverified
2ImVoxelNetIoU59.3—Unverified
3Total3D jointIoU59.2—Unverified
4Total w/o. jointIoU57.6—Unverified
5CooperativeIoU56.9—Unverified
6HolisticIoU54.9—Unverified
73DGPIoU19.2—Unverified