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Found 5 papers, 2 papers with code
EfficientGS: Streamlining Gaussian Splatting for Large-Scale High-Resolution Scene Representation
In the domain of 3D scene representation, 3D Gaussian Splatting (3DGS) has emerged as a pivotal technology.
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields
Different from existing methods that consider cross-view and along-epipolar information independently, EVE-NeRF conducts the view-epipolar feature aggregation in an entangled manner by injecting the scene-invariant appearance continuity and geometry consistency priors to the aggregation process.
Ranked #1 on
Generalizable Novel View Synthesis
on Shiny dataset
C2F2NeUS: Cascade Cost Frustum Fusion for High Fidelity and Generalizable Neural Surface Reconstruction
There is an emerging effort to combine the two popular 3D frameworks using Multi-View Stereo (MVS) and Neural Implicit Surfaces (NIS) with a specific focus on the few-shot / sparse view setting.
Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo
To detect more anchor pixels to ensure better adaptive patch deformation, we propose to evaluate the matching ambiguity of a certain pixel by checking the convergence of the estimated depth as optimization proceeds.
Ranked #6 on
Point Clouds
on Tanks and Temples
Mesh-Guided Multi-View Stereo With Pyramid Architecture
Specifically, a PatchMatch-based MVS algorithm is first used to generate depth maps for coarse-scale images and the corresponding surface mesh is obtained by a surface reconstruction algorithm.
