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Table 1 Road extraction index average evaluation data table

From: Research on road extraction of remote sensing image based on convolutional neural network

Method Missing error (%) Redundancy error (%) Accuracy (%)
Deconvolution of convolutional neural network without wavelet packet method 8.34 0.87 87.25
Convolutional neural network and wavelet packet denoising 5.12 0.35 93.61