Open Access

Fig. 8.

image

Power spectra of full-mission maps of 5° phase-shifted detector 5451 FSL simulations after contamination-source removal using 1000 iterations of a classic destriping approach (CD5), a direct fit of nonshifted detector 5451 FSL simulation data onto 5° phase-shifted detector 5451 FSL simulation data as a template (TFIT0 → 5), the 1D Decoder CNN trained on nonshifted detector 5451 FSL simulation data and applied to 5° phase-shifted detector 5451 FSL simulation data (CNN1D0 → 5), the 2D Decoder CNN trained on nonshifted detector 5451 FSL simulation data and applied to 5° phase-shifted detector 5451 FSL simulation data (CNN2D0 → 5), the 2D Decoder CNN trained on a catalog built from detector 5451 FSL simulation data shifted by [6° ,8° ,…,20° ] and applied to 5° phase-shifted detector 5451 FSL Simulation data (CNN2D[6, 20]→5), and the 2D Decoder CNN trained on a catalog built from detector 5451 FSL simulation data shifted by [0° ,2° ,…,20° ] and applied to 5° phase-shifted detector 5451 FSL simulation data (CNN2D[0, 20]→5).

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