Convolution Filter Equivariance/Invariance in Convolutional Neural Networks: A Survey.
Sinshaw Bekele HabteAchim IbenthalEphrem Tehsale BekeleTaye Girma DebeleePublished in: PanAfriCon AI (2022)
Keyphrases
- convolutional neural networks
- convolution kernel
- linear filtering
- convolutional network
- fir filters
- impulse response
- real and imaginary parts
- image processing
- filtering algorithm
- gaussian kernel
- fast fourier transform
- noise removal
- preprocessing step
- fourier domain
- discrete fourier transform
- filter design
- filtering method
- invariance properties
- median filter
- subband
- neural network