FPWT: Filter pruning via wavelet transform for CNNs.
Yajun LiuKefeng FanWenju ZhouPublished in: Neural Networks (2024)
Keyphrases
- wavelet transform
- daubechies wavelet
- perfect reconstruction
- wavelet function
- matched filter
- multiresolution
- image compression
- wavelet filters
- multiscale
- subband
- wavelet decomposition
- image coding
- wavelet coefficients
- zero crossing
- lifting scheme
- filter coefficients
- high pass
- wavelet domain
- wavelet analysis
- search space
- high frequency
- pruning method
- cellular neural networks
- noise reduction
- feature extraction
- effective pruning
- low frequency
- multiresolution analysis
- translation invariant
- haar wavelet
- filtering algorithm
- preprocessing step
- pruning methods
- wavelet bases
- filter bank
- pruning algorithms
- pruning strategy