https://github.com/ActiveVisionLab/porf
공식 코드PoRF: Pose Residual Field for Accurate Neural Surface Reconstruction
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
Given a representation of a 3D scene of some kind (point cloud, mesh, voxels, etc.), the task is to create an algorithm that can produce photorealistic renderings of this scene from an arbitrary viewpoint. Sometimes, the task is accompanied by image/scene appearance manipulation.
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
PoRF: Pose Residual Field for Accurate Neural Surface Reconstruction
Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur
GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting
Data Augmentation for Object Detection via Differentiable Neural Rendering
MorpheuS: Neural Dynamic 360° Surface Reconstruction from Monocular RGB-D Video
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object Reconstruction
READ: Large-Scale Neural Scene Rendering for Autonomous Driving
WeatherGS: 3D Scene Reconstruction in Adverse Weather Conditions via Gaussian Splatting
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm
Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction
City-on-Web: Real-time Neural Rendering of Large-scale Scenes on the Web
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views
Recurrent Multi-view Alignment Network for Unsupervised Surface Registration
NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images
Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering
ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on
Ditto: Motion-Space Diffusion for Controllable Realtime Talking Head Synthesis
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.