3D Shape Reconstruction From A Single 2D Image
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Benchmarks
ApolloCar3D
LLFF
Most implemented
Multi-Garment Net: Learning to Dress 3D People from Images
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization
Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
Super-resolution 3D Human Shape from a Single Low-Resolution Image
ROCA: Robust CAD Model Retrieval and Alignment from a Single Image
Papers
Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
Recent work on image content manipulation based on vision-language pre-training models has been effectively extended to text-driven 3D scene editing. However, existing schemes for 3D scene editing still exhibit certain s…
3D Object Editing3D Reconstruction3D scene Editing3D Shape Reconstruction From A Single 2D Image+2ArcGAN: Generative Adversarial Networks for 3D Architectural Image Generation
Due to advancements in infrastructural modulations, architectural design is one of the most peculiar and tedious processes. As the technology evolves to the next phase, using some latest techniques like generative advers…
3D Architecture3D Depth Estimation3D Semantic Scene Completion from a single 2D image3D Shape Modeling+6Super-resolution 3D Human Shape from a Single Low-Resolution Image
We propose a novel framework to reconstruct super-resolution human shape from a single low-resolution input image. The approach overcomes limitations of existing approaches that reconstruct 3D human shape from a single i…
3D Human Reconstruction3D Human Shape Estimation3D Shape Reconstruction From A Single 2D ImageSurface ReconstructionShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization
Our method studies the complex task of object-centric 3D understanding from a single RGB-D observation. As it is an ill-posed problem, existing methods suffer from low performance for both 3D shape and 6D pose and size e…
3D Shape Reconstruction3D Shape Reconstruction From A Single 2D Image6D Pose Estimation6D Pose Estimation using RGBD+4ROCA: Robust CAD Model Retrieval and Alignment from a Single Image
We present ROCA, a novel end-to-end approach that retrieves and aligns 3D CAD models from a shape database to a single input image. This enables 3D perception of an observed scene from a 2D RGB observation, characterized…
3D Dense Shape Correspondence3D Object Detection From Monocular Images3D Object Retrieval3D Shape Reconstruction From A Single 2D ImagePerceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild
We present a method that infers spatial arrangements and shapes of humans and objects in a globally consistent 3D scene, all from a single image in-the-wild captured in an uncontrolled environment. Notably, our method ru…
3D Human Pose Estimation3D Human Reconstruction3D Object Reconstruction3D Shape Reconstruction+4