Single-View Reconstruction via Joint Analysis of Image and Shape Collections
We present an approach to automatic 3D reconstruction of objects depicted in Web images. The approach reconstructs objects from single views. The key idea is to jointly analyze a collection of images of different objects along with a smaller collection of existing 3D models. The images are analyzed and reconstructed together. Joint analysis regularizes the formulated optimization problems, stabilizes correspondence estimation, and leads to reasonable reproduction of object appearance without traditional multi-view cues.
Code (1)
Tasks
3D ReconstructionSimilar Papers 제목 키워드 기반
ArtSplat: Feed-Forward Articulated 3D Gaussian Splatting from Sparse Multi-State Uncalibrated Views
Articulated object reconstruction from sparse-view images is an ill-posed problem that requires simultaneous inference of geometry and underlying articulation structure. Existing methods for articulated object reconstruc…
3DCarGen: Scalable 3D Car Generation via 3D-consistent Multi-view Synthesis
High-quality 3D vehicle assets are essential for autonomous driving simulation. Although multi-view diffusion-based paradigms enable controllable single-image reconstruction, they typically produce limited viewpoints and…
Image ReconstructionAutonomous DrivingSHARE: Single-view Human Adversarial REconstruction
The accuracy of 3D Human Pose and Shape reconstruction (HPS) from an image is progressively improving. Yet, no known method is robust across all image distortion. To address issues due to variations of camera poses, we i…
Data AugmentationMExECON: Multi-view Extended Explicit Clothed humans Optimized via Normal integration
This work presents MExECON, a novel pipeline for 3D reconstruction of clothed human avatars from sparse multi-view RGB images. Building on the single-view method ECON, MExECON extends its capabilities to leverage multipl…
3D ReconstructionPose EstimationGarmentCrafter: Progressive Novel View Synthesis for Single-View 3D Garment Reconstruction and Editing
We introduce GarmentCrafter, a new approach that enables non-professional users to create and modify 3D garments from a single-view image. While recent advances in image generation have facilitated 2D garment design, cre…
3D ReconstructionDepth EstimationDepth PredictionGarment Reconstruction+3