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CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians
European Conference on Computer VisionThe field of 3D reconstruction from images has rapidly evolved in the past few years, first with the introduction of Neural Radiance Field (NeRF) and more recently with 3D Gaussian Splatting (3DGS).
Avinash Paliwal +6 more
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Appearance Flow Completion for Novel View Synthesis
Computer Graphics Forum, 2019AbstractNovel view synthesis from sparse and unstructured input views faces challenges like the difficulty with dense 3D reconstruction and large occlusion. This paper addresses these problems by estimating proper appearance flows from the target to input views to warp and blend the input views.
Hoang Le, Feng Liu 0015
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View-Invariant Policy Learning via Zero-Shot Novel View Synthesis
Conference on Robot LearningLarge-scale visuomotor policy learning is a promising approach toward developing generalizable manipulation systems. Yet, policies that can be deployed on diverse embodiments, environments, and observational modalities remain elusive.
Stephen Tian +6 more
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Novel view synthesis by cascading trilinear tensors
IEEE Transactions on Visualization and Computer Graphics, 1998Presents a new method for synthesizing novel views of a 3D scene from two or three reference images in full correspondence. The core of this work is the use and manipulation of an algebraic entity, termed the "trilinear tensor", that links point correspondences across three images.
Shai Avidan, Amnon Shashua
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Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
Neural Information Processing SystemsDespite the substantial progress of novel view synthesis, existing methods, either based on the Neural Radiance Fields (NeRF) or more recently 3D Gaussian Splatting (3DGS), suffer significant degradation when the input becomes sparse.
Rui Peng +5 more
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Thermal3D-GS: Physics-induced 3D Gaussians for Thermal Infrared Novel-view Synthesis
European Conference on Computer VisionNovel-view synthesis based on visible light has been extensively studied. In comparison to visible light imaging, thermal infrared imaging offers the advantage of all-weather imaging and strong penetration, providing increased possibilities for ...
Qian Chen, Shihao Shu, Xiangzhi Bai
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GeoRGS: Geometric Regularization for Real-Time Novel View Synthesis From Sparse Inputs
IEEE transactions on circuits and systems for video technology (Print)When the number of available training views is limited, NeRF and 3DGS will soon overfit the optimization and learn the wrong scene geometry. For this challenge, a common solution is to provide depth prior as supervision to correct scene geometry. In this
Zhaoliang Liu +5 more
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MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis
arXiv.orgRecent works in volume rendering, \textit{e.g.} NeRF and 3D Gaussian Splatting (3DGS), significantly advance the rendering quality and efficiency with the help of the learned implicit neural radiance field or 3D Gaussians. Rendering on top of an explicit
Xiaobiao Du, Yida Wang, Xin Yu
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NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods
Neural Information Processing SystemsNovel view synthesis is an important problem with many applications, including AR/VR, gaming, and robotic simulations. With the recent rapid development of Neural Radiance Fields (NeRFs) and 3D Gaussian Splatting (3DGS) methods, it is becoming difficult ...
Jonáš Kulhánek, Torsten Sattler
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