Papers Single-View 3D Reconstruction
“Single-View 3D Reconstruction” 태그가 달린 논문 103편 · 필터 해제
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 ReconstructionSR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping
Recent advancements in 3D robotic manipulation have improved grasping of everyday objects, but transparent and specular materials remain challenging due to depth sensing limitations. While several 3D reconstruction and d…
3D Object Reconstruction3D ReconstructionDepth CompletionObject Reconstruction+2ACT-R: Adaptive Camera Trajectories for Single View 3D Reconstruction
We introduce the simple idea of adaptive view planning to multi-view synthesis, aiming to improve both occlusion revelation and 3D consistency for single-view 3D reconstruction. Instead of producing an unordered set of v…
3D ReconstructionMulti-View 3D ReconstructionSingle-View 3D ReconstructionGarmentCrafter: 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+3Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors
Neuromorphic cameras, also known as event cameras, are asynchronous brightness-change sensors that can capture extremely fast motion without suffering from motion blur, making them particularly promising for 3D reconstru…
3D Object Reconstruction3D ReconstructionBinarizationObject Reconstruction+1MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model
With advances in deep learning models and the availability of large-scale 3D datasets, we have recently witnessed significant progress in single-view 3D reconstruction. However, existing methods often fail to reconst…
3D geometry3D ReconstructionSingle-View 3D ReconstructionSemi-supervised Single-view 3D Reconstruction via Multi Shape Prior Fusion Strategy and Self-Attention
In the domain of single-view 3D reconstruction, traditional techniques have frequently relied on expensive and time-intensive 3D annotation data. Facing the challenge of annotation acquisition, semi-supervised learning s…
3D ReconstructionDecoderSingle-View 3D ReconstructionM3D: Dual-Stream Selective State Spaces and Depth-Driven Framework for High-Fidelity Single-View 3D Reconstruction
The precise reconstruction of 3D objects from a single RGB image in complex scenes presents a critical challenge in virtual reality, autonomous driving, and robotics. Existing neural implicit 3D representation methods fa…
3D ReconstructionAutonomous DrivingSingle-View 3D ReconstructionGeometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
Single-view 3D reconstruction methods like Triplane Gaussian Splatting (TGS) have enabled high-quality 3D model generation from just a single image input within seconds. However, this capability raises concerns about pot…
3D ReconstructionSingle-View 3D ReconstructionTowards Unified 3D Hair Reconstruction from Single-View Portraits
Single-view 3D hair reconstruction is challenging, due to the wide range of shape variations among diverse hairstyles. Current state-of-the-art methods are specialized in recovering un-braided 3D hairs and often take bra…
3D ReconstructionSingle-View 3D ReconstructionSingle-View 3D Reconstruction via SO(2)-Equivariant Gaussian Sculpting Networks
This paper introduces SO(2)-Equivariant Gaussian Sculpting Networks (GSNs) as an approach for SO(2)-Equivariant 3D object reconstruction from single-view image observations. GSNs take a single observation as input to gen…
3D Object Reconstruction3D ReconstructionObjectObject Reconstruction+1Mesh deformation-based single-view 3D reconstruction of thin eyeglasses frames with differentiable rendering
With the support of Virtual Reality (VR) and Augmented Reality (AR) technologies, the 3D virtual eyeglasses try-on application is well on its way to becoming a new trending solution that offers a "try on" option to selec…
3D ReconstructionSingle-View 3D ReconstructionUnique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
In this work, we introduce Unique3D, a novel image-to-3D framework for efficiently generating high-quality 3D meshes from single-view images, featuring state-of-the-art generation fidelity and strong generalizability. Pr…
Image to 3DSingle-View 3D ReconstructionSingle-View 3D Reconstruction on ShapeNetA Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction
Learning 3D scene representation from a single-view image is a long-standing fundamental problem in computer vision, with the inherent ambiguity in predicting contents unseen from the input view. Built on the recently pr…
3DGS3D ReconstructionNovel View SynthesisSingle-View 3D ReconstructionTetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
We introduce TetSphere Splatting, a Lagrangian geometry representation designed for high-quality 3D shape modeling. TetSphere splatting leverages an underused yet powerful geometric primitive -- volumetric tetrahedral me…
3D Generation3D Reconstruction3D Shape ModelingComputational Efficiency+4