PanoGaussian distills panoramic representations into explicit dynamic Gaussians for consistent monocular 4D scene synthesis under large viewpoint variations.
360Roam: Real-time indoor roaming using geometry-aware 360◦ radiance fields
4 Pith papers cite this work. Polarity classification is still indexing.
fields
cs.CV 4years
2026 4verdicts
UNVERDICTED 4representative citing papers
UniTriSplat unifies 3D Gaussian Splatting across camera types by performing splatting and optimization on a HEALPix spherical grid with equal-area sampling.
Presents COVER, a greedy ERP viewpoint curator with coverage scoring and depth conflict penalization, and releases the CM-EVS dataset of 36k sparse panoramic RGB-D-pose frames from 1,275 indoor scenes plus outdoor data.
PanoImager is an SfM-free pipeline combining feed-forward priors, geometry-conditioned diffusion view completion, and depth-guided 3DGS optimization to reconstruct from sparse panoramic images.
citing papers explorer
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Unified Panoramic-Gaussian Representation for Monocular 4D Scene Synthesis
PanoGaussian distills panoramic representations into explicit dynamic Gaussians for consistent monocular 4D scene synthesis under large viewpoint variations.
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UniTriSplat: A Unified 3D Gaussian Splatting Framework with Uniform Spherical Rasterization for Universal Cameras
UniTriSplat unifies 3D Gaussian Splatting across camera types by performing splatting and optimization on a HEALPix spherical grid with equal-area sampling.
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CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage
Presents COVER, a greedy ERP viewpoint curator with coverage scoring and depth conflict penalization, and releases the CM-EVS dataset of 36k sparse panoramic RGB-D-pose frames from 1,275 indoor scenes plus outdoor data.
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PanoImager: Geometry-Guided Novel View Synthesis and Reconstruction from Sparse Panoramic Views
PanoImager is an SfM-free pipeline combining feed-forward priors, geometry-conditioned diffusion view completion, and depth-guided 3DGS optimization to reconstruct from sparse panoramic images.