DWT-CNNTRN: a Convolutional Transformer for ECG Classification with Discrete Wavelet Transform.
Congyu ZouMikhael DjajapermanaEimo MartensAlexander MüllerDaniel RückertPhilip MüllerAlexander StegerMatthias BeckerUtschick WolfgangPublished in: EMBC (2023)
Keyphrases
- discrete wavelet transform
- feature vectors
- multiresolution
- wavelet domain
- wavelet coefficients
- high frequency
- subband
- shift invariant
- image watermarking
- digital watermarking
- image fusion
- dual tree
- jpeg compression
- complex wavelet transform
- low frequency
- multiresolution decomposition
- haar wavelet transform
- dual tree complex wavelet transform
- feature extraction
- lifting scheme
- feature space
- wavelet filters
- image classification
- computer vision
- high quality
- wavelet decomposition
- pattern recognition
- wavelet transform
- wavelet transform coefficients
- dual tree discrete wavelet transform
- fusion method
- image compression
- feature set
- denoising
- face recognition
- image processing