awesome-scene-understanding
github.com/bertjiazheng/awesome-scene-understanding ↗😎 A list of awesome scene understanding papers.
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Related ResourcesWorkshops and TutorialsSurveyDatasetHolistic Scene UnderstandingRoom Layout EstimationFloorplanPrimitiveVanishing Point
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Room Layout Estimation
- 📷 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter TuningPanoramic Image
NeurIPS 2022
- 3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough TransformPanoramic Image
ECCV 2022
- 3D Room Layout Recovery Generalizing across Manhattan and Non-Manhattan WorldsPanoramic Image
CVPR 2022
- A Coarse-to-Fine Indoor Layout Estimation (CFILE) MethodPerspective Image
ACCV 2016
- AtlantaNet: Inferring the 3D Indoor Layout from a Single 360 Image Beyond the Manhattan World AssumptionPanoramic Image
ECCV 2020
- Box In the Box: Joint 3D Layout and Object Reasoning from Single ImagesPerspective Image
CVPR 2013
Dataset
- 3D-FRONT: 3D Furnished Rooms with layOuts and semaNTicsSynthetic Dataset
ICCV 2021
- 3D Scene Graph: A Structure for Unified Semantics, 3D Space, and CameraRealistic Dataset
ICCV 2019
- ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D DataRealistic Dataset
NeurIPS 2021 Dataset Track
- FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing ScenesSynthetic Dataset
CoRR 2024
- GeoSynth: A Photorealistic Synthetic Indoor Dataset for Scene UnderstandingSynthetic Dataset
VR 2023
- HoliCity: A City-Scale Data Platform for Learning Holistic 3D StructuresRealistic Dataset
CoRR 2020
Survey
- Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes
CGF 2023
- Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey
IEEE Access 2019
- Neural Fields in Robotics: A Survey
arXiv 2024
- RGBD Datasets: Past, Present and Future
CVPR Workshop 2016
- State-of-the-art in Automatic 3D Reconstruction of Structured Indoor Environments
CGF 2020
Primitive
- 📷 AirPlanes: Accurate Plane Estimation via 3D-Consistent EmbeddingsPlane
CVPR 2024
- A Novel Linelet-Based Representation for Line Segment DetectionLine Segment and Wireframe
TPAMI 2018
- Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture ReconstructionOutdoor Architecture
CVPR 2020
- Deep Hough Transform for Semantic Line DetectionLine Segment and Wireframe
ECCV 2020
- Deep Hough-Transform Line PriorsLine Segment and Wireframe
ECCV 2020
- DeepLSD: Line Segment Detection and Refinement with Deep Image GradientsLine Segment and Wireframe
CoRR 2022
Holistic Scene Understanding
- Automatic 3D Indoor Scene Modeling from Single PanoramaPanoramic Image
CVPR 2018
- Complete 3D Scene Parsing from an RGBD ImagePerspective Image
IJCV 2018
- Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose EstimationPerspective Image
NeurIPS 2018
- DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene UnderstandingPerspective Image
ICCV 2017
- DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based OptimizationPanoramic Image
ICCV 2021
- Efficient Exact Inference for 3D Indoor Scene UnderstandingPerspective Image
ECCV 2012
Floorplan
- 🎲 Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries
CVPR 2023
- CubiCasa5K: A Dataset and an Improved Multi-Task Model for Floorplan Image AnalysisFloorplan Vectorization
Scandinavian Conference on Image Analysis 2019
- Deep Floor Plan Recognition using a Multi-task Network with Room-boundary-Guided AttentionFloorplan Vectorization
ICCV 2019
- 🎲 DeepPerimeter: Indoor Boundary Estimation from Posed Monocular Sequences
CoRR 2019
- 📷 Extreme Structure From Motion for Indoor Panoramas Without Visual Overlaps
ICCV 2021
- 📷 FloorNet: A unified framework for floorplan reconstruction from 3D scans
ECCV 2018
Vanishing Point
Showing a sample of 203 resources. View the full list on GitHub →