Dissecting the High-Frequency Bias in Convolutional Neural Networks.
Antonio A. AbelloRoberto HirataZhangyang WangPublished in: CVPR Workshops (2021)
Keyphrases
- high frequency
- convolutional neural networks
- low frequency
- convolutional network
- high resolution
- wavelet transform
- visual quality
- wavelet coefficients
- subband
- high frequencies
- low pass
- discrete wavelet transform
- image processing
- multiresolution
- low and high frequency
- frequency band
- high frequency components
- phase shifting
- machine learning
- multi resolution analysis
- wavelet decomposition
- image segmentation
- image denoising
- image compression