3D Object Reconstruction From A Single Image
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Benchmarks
BUFF
RenderPeople
Most implemented
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
TripoSR: Fast 3D Object Reconstruction from a Single Image
Papers
TripoSR: Fast 3D Object Reconstruction from a Single Image
This technical report introduces TripoSR, a 3D reconstruction model leveraging transformer architecture for fast feed-forward 3D generation, producing 3D mesh from a single image in under 0.5 seconds. Building upon the L…
3D Generation3D Object Reconstruction3D Object Reconstruction From A Single Image3D Reconstruction+2Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
Approaches for single-view reconstruction typically rely on viewpoint annotations, silhouettes, the absence of background, multiple views of the same instance, a template shape, or symmetry. We avoid all such supervision…
3D Object Reconstruction3D Object Reconstruction From A Single Image3D ReconstructionObject+1Visual Enhanced 3D Point Cloud Reconstruction from A Single Image
Solving the challenging problem of 3D object reconstruction from a single image appropriately gives existing technologies the ability to perform with a single monocular camera rather than requiring depth sensors. In rece…
3D Object Reconstruction3D Object Reconstruction From A Single Image3D Point Cloud Reconstruction3D Reconstruction+2ARCH++: Animation-Ready Clothed Human Reconstruction Revisited
We present ARCH++, an image-based method to reconstruct 3D avatars with arbitrary clothing styles. Our reconstructed avatars are animation-ready and highly realistic, in both the visible regions from input views and the …
3D Object Reconstruction From A Single ImageImage-to-Image Translation2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single Image
In this paper, we present our solution for the {\it IJCAI--PRICAI--20 3D AI Challenge: 3D Object Reconstruction from A Single Image}. We develop a variant of AtlasNet that consumes single 2D images and generates 3D point…
3D Object Reconstruction3D Object Reconstruction From A Single ImageDecoderObject ReconstructionSDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images
Dense 3D object reconstruction from a single image has recently witnessed remarkable advances, but supervising neural networks with ground-truth 3D shapes is impractical due to the laborious process of creating paired im…
3D Object Reconstruction3D Object Reconstruction From A Single Image3D ReconstructionObject Reconstruction