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Table 4 Selected T-F image processing techniques and their applicability to the different steps of the EEG abnormalities detection and classification problem

From: A methodology for time-frequency image processing applied to the classification of non-stationary multichannel signals using instantaneous frequency descriptors with application to newborn EEG signals

T-F image techniques

Pre-processing

Feature extraction

Features classification

Segmentation

 

√

 

Denoising/SNR enhancement

√

  

Classification

  

√

T-F signal estimation

√

√

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