Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks.
Fuzhi WuJiasong WuYouyong KongChunfeng YangGuanyu YangHuazhong ShuGuy CarraultLotfi SenhadjiPublished in: AAAI (2024)
Keyphrases
- low frequency
- wavelet transform
- high frequency
- multiscale
- feature extraction
- frequency domain
- convolutional neural networks
- wavelet coefficients
- subband
- wavelet domain
- image processing
- contourlet transform
- image compression
- low pass
- edge detection
- wavelet decomposition
- discrete wavelet transform
- electromagnetic fields
- feature selection
- high frequency components
- filter bank
- multiresolution
- computer vision
- coarse to fine
- image representation
- frequency band
- original images
- wavelet analysis
- texture classification
- spatial domain
- dct coefficients
- high resolution
- fusion rules
- image segmentation