Indoor Scene Reconstruction

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (33 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• FreeSplat++: Generalizable 3D Gaussian Splatting for Efficient Indoor Scene Reconstruction
  29 Mar 2025 1 repository listed
  After the feed-forward reconstruction of 3DGS primitives, we investigate a depth-regularized per-scene fine-tuning process.
• VF-NeRF: Learning Neural Vector Fields for Indoor Scene Reconstruction
  16 Aug 2024 1 repository listed
  Concretely, we develop a novel density-VF relationship and a training scheme that allows us to learn VF via volume rendering By doing this, VF-NeRF can model large planar surfaces and sharp corners accurately.
• Towards Automating the Retrospective Generation of BIM Models: A Unified Framework for 3D Semantic Reconstruction of the Built Environment
  3 Jun 2024 1 repository listed
  The adoption of Building Information Modeling (BIM) is beneficial in construction projects.
• H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields
  13 Feb 2024 1 repository listed
  Advanced techniques using Neural Radiance Fields (NeRF), Signed Distance Fields (SDF), and Occupancy Fields have recently emerged as solutions for 3D indoor scene reconstruction.
• Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement
  14 Sep 2023 1 repository listed
  To enhance the normal priors, we introduce a simple yet effective image sharpening and denoising technique, coupled with a network that estimates the pixel-wise uncertainty of the predicted surface normal vectors.
• I²-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs
  14 Mar 2023 1 repository listed
  In this work, we present I²-SDF, a new method for intrinsic indoor scene reconstruction and editing using differentiable Monte Carlo raytracing on neural signed distance fields (SDFs).
• SimpleRecon: 3D Reconstruction Without 3D Convolutions
  31 Aug 2022 1 repository listed
  Traditionally, 3D indoor scene reconstruction from posed images happens in two phases: per-image depth estimation, followed by depth merging and surface reconstruction.
• Holistic 3D Human and Scene Mesh Estimation from Single View Images
  2 Dec 2020 1 repository listed
  Indeed, from a single image of a person placed in an indoor scene, we as humans are adept at resolving ambiguities of the human pose and room layout through our knowledge of the physical laws and prior perception of the…
• End-to-End Optimization of Scene Layout
  23 Jul 2020 1 repository listed Syntology ran 0 of 10 samples · 10 unverified
  Experiments suggest that our model achieves higher accuracy and diversity in conditional scene synthesis and allows exemplar-based scene generation from various input forms.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.