most citedWhen Epipolar Constraint Meets Non-local Operators in Multi-View Stereo

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cs.CV2024

DreamMover: Leveraging the Prior of Diffusion Models for Image Interpolation with Large Motion

Liao Shen, Tianqi Liu, Huiqiang Sun +4

We study the problem of generating intermediate images from image pairs with large motion while maintaining semantic consistency. Due to the large motion, the intermediate semantic…

cs.CV2024

MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo

Tianqi Liu, Guangcong Wang, Shoukang Hu +6

We present MVSGaussian, a new generalizable 3D Gaussian representation approach derived from Multi-View Stereo (MVS) that can efficiently reconstruct unseen scenes. Specifically, 1…

cs.CV2024

Geometry-aware Reconstruction and Fusion-refined Rendering for Generalizable Neural Radiance Fields

Tianqi Liu, Xinyi Ye, Min Shi +4

Generalizable NeRF aims to synthesize novel views for unseen scenes. Common practices involve constructing variance-based cost volumes for geometry reconstruction and encoding 3D d…

cs.CV2024

3D Multi-frame Fusion for Video Stabilization

Zhan Peng, Xinyi Ye, Weiyue Zhao +4

In this paper, we present RStab, a novel framework for video stabilization that integrates 3D multi-frame fusion through volume rendering. Departing from conventional methods, we i…

cs.CV20241 cited

DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video

Huiqiang Sun, Xingyi Li, Liao Shen +3

Recent advancements in dynamic neural radiance field methods have yielded remarkable outcomes. However, these approaches rely on the assumption of sharp input images. When faced wi…

cs.CV20231 cited

When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo

Tianqi Liu, Xinyi Ye, Weiyue Zhao +3

Learning-based multi-view stereo (MVS) method heavily relies on feature matching, which requires distinctive and descriptive representations. An effective solution is to apply non-…