Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling.
Sourajit SahaTejas GokhalePublished in: CoRR (2024)
Keyphrases
- translation invariant
- shift invariance
- wavelet transform
- shift invariant
- convolutional neural networks
- wavelet coefficients
- rotation invariant
- multiscale
- subband
- multiresolution
- wavelet domain
- filter bank
- image compression
- discrete wavelet transform
- mathematical morphology
- denoising
- wavelet packet
- sparse coding
- feature extraction
- high frequency
- edge preserving
- wavelet decomposition
- low frequency
- structuring elements
- similarity measure