FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311805952> ?p ?o ?g. }

• W4311805952 endingPage "16" @default.
• W4311805952 startingPage "1" @default.
• W4311805952 abstract "To reconstruct meshes from the widely-available 3D point cloud data, implicit shape representation is among the primary choices as an intermediate form due to its superior representation power and robustness in topological optimizations. Although different parameterizations of the implicit fields have been explored to model the underlying geometry, there is no explicit mechanism to ensure the fitting tightness of the surface to the input. We present in response, NeuralGalerkin, a neural Galerkin-method-based solver designed for reconstructing highly-accurate surfaces from the input point clouds. NeuralGalerkin internally discretizes the target implicit field as a linear combination of a set of spatially-varying basis functions inferred by an adaptive sparse convolution neural network. It then solves differentiably for a variational problem that incorporates both positional and normal constraints from the data in closed form within a single forward pass, highly respecting the raw input points. The reconstructed surface extracted from the implicit interpolants is hence very accurate and incorporates useful inductive biases benefiting from the training data. Extensive evaluations on various datasets demonstrate our method's promising reconstruction performance and scalability." @default.
• W4311805952 created "2022-12-28" @default.
• W4311805952 creator A5011053891 @default.
• W4311805952 creator A5037233582 @default.
• W4311805952 creator A5070611359 @default.
• W4311805952 date "2022-11-30" @default.
• W4311805952 modified "2023-10-15" @default.
• W4311805952 title "A Neural Galerkin Solver for Accurate Surface Reconstruction" @default.
• W4311805952 cites W1977758817 @default.
• W4311805952 cites W1992642990 @default.
• W4311805952 cites W2009422376 @default.
• W4311805952 cites W2029315739 @default.
• W4311805952 cites W2053825465 @default.
• W4311805952 cites W2150066425 @default.
• W4311805952 cites W2342277278 @default.
• W4311805952 cites W2746892480 @default.
• W4311805952 cites W2798670728 @default.
• W4311805952 cites W2912601938 @default.
• W4311805952 cites W2944579304 @default.
• W4311805952 cites W2963182550 @default.
• W4311805952 cites W2963627347 @default.
• W4311805952 cites W2963926543 @default.
• W4311805952 cites W2964339842 @default.
• W4311805952 cites W2973014570 @default.
• W4311805952 cites W2991216808 @default.
• W4311805952 cites W2998100778 @default.
• W4311805952 cites W3034395814 @default.
• W4311805952 cites W3035507572 @default.
• W4311805952 cites W3035515538 @default.
• W4311805952 cites W3035591705 @default.
• W4311805952 cites W3095473874 @default.
• W4311805952 cites W3100341797 @default.
• W4311805952 cites W3101027576 @default.
• W4311805952 cites W3101395346 @default.
• W4311805952 cites W3104141662 @default.
• W4311805952 cites W3108294306 @default.
• W4311805952 cites W3117476483 @default.
• W4311805952 cites W3148212283 @default.
• W4311805952 cites W3175175721 @default.
• W4311805952 cites W3175967923 @default.
• W4311805952 cites W3176222228 @default.
• W4311805952 cites W3180799285 @default.
• W4311805952 cites W3184957317 @default.
• W4311805952 cites W3191703793 @default.
• W4311805952 cites W3200254434 @default.
• W4311805952 cites W3204417689 @default.
• W4311805952 cites W3206776160 @default.
• W4311805952 cites W4221151978 @default.
• W4311805952 cites W4286611166 @default.
• W4311805952 cites W4289076044 @default.
• W4311805952 doi "https://doi.org/10.1145/3550454.3555457" @default.
• W4311805952 hasPublicationYear "2022" @default.
• W4311805952 type Work @default.
• W4311805952 citedByCount "6" @default.
• W4311805952 countsByYear W43118059522023 @default.
• W4311805952 crossrefType "journal-article" @default.
• W4311805952 hasAuthorship W4311805952A5011053891 @default.
• W4311805952 hasAuthorship W4311805952A5037233582 @default.
• W4311805952 hasAuthorship W4311805952A5070611359 @default.
• W4311805952 hasBestOaLocation W43118059521 @default.
• W4311805952 hasConcept C104317684 @default.
• W4311805952 hasConcept C11413529 @default.
• W4311805952 hasConcept C121332964 @default.
• W4311805952 hasConcept C121684516 @default.
• W4311805952 hasConcept C131979681 @default.
• W4311805952 hasConcept C134306372 @default.
• W4311805952 hasConcept C154945302 @default.
• W4311805952 hasConcept C158622935 @default.
• W4311805952 hasConcept C17744445 @default.
• W4311805952 hasConcept C185592680 @default.
• W4311805952 hasConcept C186899397 @default.
• W4311805952 hasConcept C199360897 @default.
• W4311805952 hasConcept C199539241 @default.
• W4311805952 hasConcept C20885615 @default.
• W4311805952 hasConcept C2524010 @default.
• W4311805952 hasConcept C2776359362 @default.
• W4311805952 hasConcept C2776799497 @default.
• W4311805952 hasConcept C2778770139 @default.
• W4311805952 hasConcept C31487907 @default.
• W4311805952 hasConcept C33923547 @default.
• W4311805952 hasConcept C41008148 @default.
• W4311805952 hasConcept C45347329 @default.
• W4311805952 hasConcept C48044578 @default.
• W4311805952 hasConcept C50644808 @default.
• W4311805952 hasConcept C55493867 @default.
• W4311805952 hasConcept C5917680 @default.
• W4311805952 hasConcept C62520636 @default.
• W4311805952 hasConcept C63479239 @default.
• W4311805952 hasConcept C77088390 @default.
• W4311805952 hasConcept C94625758 @default.
• W4311805952 hasConceptScore W4311805952C104317684 @default.
• W4311805952 hasConceptScore W4311805952C11413529 @default.
• W4311805952 hasConceptScore W4311805952C121332964 @default.
• W4311805952 hasConceptScore W4311805952C121684516 @default.
• W4311805952 hasConceptScore W4311805952C131979681 @default.
• W4311805952 hasConceptScore W4311805952C134306372 @default.
• W4311805952 hasConceptScore W4311805952C154945302 @default.
• W4311805952 hasConceptScore W4311805952C158622935 @default.

• next