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Align scattering convolutions with FoCUS orientation handling #3

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Align scattering convolutions with FoCUS orientation handling #3

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@pcampeti pcampeti commented Nov 29, 2025

Summary

  • add channel-aware convolution helpers and orientation-expanded wavelet kernels to mirror FoCUS 2D processing
  • update scattering to preserve orientation channels through S1/S2, including oriented convolutions and depthwise smoothing/downsampling

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  • not run (not requested)

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