D-Prism achieves high-fidelity structured dynamic modeling of multi-part objects by combining differentiable primitives with 3D Gaussian Splatting, a deformation network, and adaptive primitive control.
Dynamic gaus- sians mesh: Consistent mesh reconstruction from monocular videos
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LumiMotion improves albedo estimation and scene relighting in dynamic scenes by leveraging motion to separate lighting effects from surface appearance in a dynamic 2D Gaussian Splatting representation.
A nine-camera multi-view workflow with 4D Gaussian Splatting reconstructs dynamic vessel surfaces in thrombectomy phantoms to enable standardized comparative displacement and stress-proxy tracking.
citing papers explorer
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D-Prism: Differentiable Primitives for Structured Dynamic Modeling
D-Prism achieves high-fidelity structured dynamic modeling of multi-part objects by combining differentiable primitives with 3D Gaussian Splatting, a deformation network, and adaptive primitive control.
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LumiMotion: Improving Gaussian Relighting with Scene Dynamics
LumiMotion improves albedo estimation and scene relighting in dynamic scenes by leveraging motion to separate lighting effects from surface appearance in a dynamic 2D Gaussian Splatting representation.
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4D Vessel Reconstruction for Benchtop Thrombectomy Analysis
A nine-camera multi-view workflow with 4D Gaussian Splatting reconstructs dynamic vessel surfaces in thrombectomy phantoms to enable standardized comparative displacement and stress-proxy tracking.