Special Section for Application of Remote Sensing Data in The Open Data Era : Case Study
Deep-Learning-Based Super Resolution for Satellite Imagery
2018 Volume 38 Issue 2 Pages 131-136
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2018 Volume 38 Issue 2 Pages 131-136
This paper presents a super resolution (SR) method for satellite imagery based on deep learning. From this preliminary study, we found that the performance of SR strongly depends on the variety of the training data set. A new strategy that combines SR and selection is proposed to improve the accuracy and flexibility of the method.
