towards high quality gradient estimation on regular lattices
DESCRIPTION
Towards High Quality Gradient Estimation on Regular Lattices. Zahid Hossain, Usman Raza Alim and Dr. Torsten Möller. Our Contributions. Small Support. Problem: Derivative Estimation. Very accurate. Taylor Series Framework. Orthogonal Projection Framework. - PowerPoint PPT PresentationTRANSCRIPT
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Towards High Quality Gradient Estimation on Regular Lattices
Zahid Hossain, Usman Raza Alim and Dr. Torsten Möller
![Page 2: Towards High Quality Gradient Estimation on Regular Lattices](https://reader036.vdocuments.mx/reader036/viewer/2022062810/56815b90550346895dc99573/html5/thumbnails/2.jpg)
Our Contributions
Problem: Derivative Estimation
Taylor Series Framework
Orthogonal ProjectionFramework
Extended to all regular
lattices in Rn: CC, BCC …
SmallSupport
Veryaccurate
CC BCC
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Comparison: In BCC Grid
High Res.
Low Res.Existing Method:
2nd-CDOur Method:
Taylor Series FrameworkOur Method:
Orthogonal Projection Framework