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Figure 8 Restored results for randomly-spaced subsamples.

Figure 6 Restored results for the chirp signal.

Figure 7 Restored results for the speech signal.

The restored results indicate that this method is very sensitive to noise.

In order to save space, only the restored results (DC-NL) are shown in Figure 17.

The restored results are depicted in Figure 8, and the difference images are shown in Figure 9.

For a speech signal, the restored results using baseband and bandpass DPSS-based DET are shown in Figure 7.

All the 1-D restored results of the dual method and the proposed method are shown in Figure 2 also.

However, the convolution operator, which models the degradation, is truncated in a real observation causing significant artifacts in the restored results.

However, the proposed method shows very promising results as shown in Figure 9. Figure 9 Restored results for continuous lost samples.

The restored results for the dual denoising method are shown in the middle row of Figure 2, and the PSNRs are 36.3555 dB (left) and 31.1127 dB (right).

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