Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks.
Fuzhi WuJiasong WuYouyong KongChunfeng YangGuanyu YangHuazhong ShuGuy CarraultLotfi SenhadjiPublished in: CoRR (2024)
Keyphrases
- low frequency
- wavelet transform
- multiscale
- high frequency
- feature extraction
- frequency domain
- wavelet coefficients
- convolutional neural networks
- contourlet transform
- image processing
- wavelet domain
- multiresolution
- subband
- wavelet analysis
- wavelet decomposition
- translation invariant
- frequency band
- discrete wavelet transform
- image compression
- electromagnetic fields
- coarse to fine
- feature vectors
- high frequency components
- feature extractor
- spatial domain
- original images
- low pass
- pixel wise
- extracted features
- texture analysis
- denoising
- high resolution
- image segmentation