Spatiotemporal Fusion of Remote Sensing Image Based on Deep Learning

Figure 5

30 m Landsat 8 results for the first dataset (green, red, and NIR bands as RGB). (a1) is the 30 m true Landsat 8 image on 17 August, 2013. (b1) is the 30 m Fit-FC-derived Landsat 8 images on 17 August, 2013. (c1) is the 30 m STDFA-derived Landsat 8 images on 17 August, 2013. (d1) is the 30 m FSDAF-derived Landsat 8 images on 17 August, 2013. (e1) is the 30 m STI-FM-derived Landsat 8 images on 17 August, 2013. (f1) is the 30 m HCM-derived Landsat 8 images on 17 August, 2013. (g1) is is the 30 m STARFM-derived Landsat 8 images on 17 August, 2013. (h1) is the 30 m our method-derived Landsat 8 images on 17 August, 2013. Row 1 shows the results for the whole area, and Row 2 is the results for a heterogeneous subareas (S) marked in (a1).