Medial Axis Aware Learning of Signed Distance Functions
Abstract We propose a novel variational method to compute a highly accurate global signed distance function (SDF) to a given point cloud. To this end, the jump set of the gradient of the SDF, which coincides with the medial axis of the surface, is explicitly taken into account through a higher‐order variational formulation that enforces linear growth ...
Samuel Weidemaier +2 more
wiley +1 more source
Corrigendum to "Regenerative potential of MSC-derived secretomes in radiation-induced xerostomia: Role of SDF-1, IL-10, and VEGF" [J Oral Biol Craniof Res (2026) 16(3) 101453]. [PDF]
Mulyani SWM +5 more
europepmc +1 more source
Meshing Unsigned Distance Fields with Regular Triangulations
Abstract Unsigned distance fields (UDF) are a versatile, implicit representation of geometry. They can represent surfaces that are not bounding a solid or contain points or curves that are not manifold, for example several sheets meeting along a common curve. Contouring the implicit representation, i.e. turning it into an explicit one, requires finding
M. Kohlbrenner, M. Alexa
wiley +1 more source
Stromal-Derived Factor-1 (SDF-1/CXCL12) and Skin Wound Healing Research at the Intersection Between Regenerative Biology and Medicine. [PDF]
Vaz Sousa Pereira R +2 more
europepmc +1 more source
SDF-1 and NOTCH signaling in myogenic cell differentiation: the role of miRNA10a, 425, and 5100. [PDF]
Mierzejewski B +15 more
europepmc +1 more source
Mesenchymal Stem Cells Enhanced Metastasis of Neuroblastoma Via SDF-1/CXCR4 and SDF-1/CXCR7 Signalling [PDF]
Ma, M., Chan, G.C.-F.
openaire +1 more source
Compactly supported detail field for high quality neural implicit surfaces
Abstract Neural implicit surfaces are a powerful tool for encoding a surface as the zero level set of a neural function. Trained using gradient‐descent based optimizers, these methods however suffer from a low‐frequency bias that prevents them to fit fine details of the surface.
Guillaume Coiffier, Justine Basselin
wiley +1 more source
SDF-1(5-67) neutralizing antibody enhances hippocampal neurogenesis and rescues cognitive deficits in chronic temporal lobe epilepsy. [PDF]
Ma XY +5 more
europepmc +1 more source
Strictly Conservative Neural Distance Fields
Abstract We propose a first method to generate neural unsigned or signed distance fields (SDFs) that are guaranteed to be conservative with respect to a given 3D shape. This means the true distance is never overestimated and the zero‐level set is a bounding volume for the shape. The method makes use of neural network architectures that ensure Lipschitz
I. Ludwig, M. Campen
wiley +1 more source

