Single-View 3D Reconstruction
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Benchmarks
ShapeNet
ShapeNetCore
Common Objects in 3D
GSO
SynthEVox3D-Tiny
ATR
CUB-200-2011
Market-HQ
TransProteus
Most implemented
Learning Implicit Fields for Generative Shape Modeling
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
Papers
Lift4D: Harmonizing Single-View 3D Estimation for 4D Reconstruction In-the-Wild
Reconstructing dynamic non-rigid objects from monocular video requires integrating visual cues from direct observations with data-driven priors over geometry and appearance. Prior approaches either learn to directly pred…
Single-View 3D ReconstructionMGP-KAD: Multimodal Geometric Priors and Kolmogorov-Arnold Decoder for Single-View 3D Reconstruction in Complex Scenes
Single-view 3D reconstruction in complex real-world scenes is challenging due to noise, object diversity, and limited dataset availability. To address these challenges, we propose MGP-KAD, a novel multimodal feature fusi…
Single-View 3D ReconstructionMetaSSP: Enhancing Semi-supervised Implicit 3D Reconstruction through Meta-adaptive EMA and SDF-aware Pseudo-label Evaluation
Implicit SDF-based methods for single-view 3D reconstruction achieve high-quality surfaces but require large labeled datasets, limiting their scalability. We propose MetaSSP, a novel semi-supervised framework that exploi…
Single-View 3D ReconstructionSynthetic-to-Real Domain Bridging for Single-View 3D Reconstruction of Ships for Maritime Monitoring
Three-dimensional (3D) reconstruction of ships is an important part of maritime monitoring, allowing improved visualization, inspection, and decision-making in real-world monitoring environments. However, most state-ofth…
Single-View 3D ReconstructionA Modular Framework for Single-View 3D Reconstruction of Indoor Environments
We propose a modular framework for single-view indoor scene 3D reconstruction, where several core modules are powered by diffusion techniques. Traditional approaches for this task often struggle with the complex instance…
Single-View 3D ReconstructionDepth EstimationViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs
Dental diagnosis relies on two primary imaging modalities: panoramic radiographs (PX) providing 2D oral cavity representations, and Cone-Beam Computed Tomography (CBCT) offering detailed 3D anatomical information. While …
3D ReconstructionAnatomyDiagnosticSingle-View 3D Reconstruction