The Manifold Scattering Transform for High-Dimensional Point Cloud Data.
Chew J, Steach H, Viswanath S, Wu H, Hirn M, Needell D, Krishnaswamy S, Perlmutter M. The Manifold Scattering Transform for High-Dimensional Point Cloud Data. Proceedings Of Machine Learning Research 2022, 196: 67-78. PMID: 37159759, PMCID: PMC10164360.Peer-Reviewed Original ResearchDeep feature extractorDimensional point cloud dataPoint cloud dataHigh-dimensional point cloudsFeature extractorClassification taskCloud dataPoint cloudsLow-dimensional manifoldScattering transformSignal classificationPractical schemeDiffusion mapsInitial workNaturalistic systemExtractorDatasetCloudInvariance propertiesTransformTask