Sentinel-2“低分辨率波段”超分辨率优化技术:Lysimachia湖试验区分析

2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) Pub Date : 2019-07-01 DOI:10.1109/IISA.2019.8900684

A. Panagiotopoulou, E. Charou, M. Stefouli, K. Platis, N. Madamopoulos, E. Bratsolis

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引用次数: 0

摘要

这项工作将最低分辨率60m/像素的Sentinel-2 B1和B9的分辨率提高到最高分辨率10m/像素。采用了两种不同类型的超分辨率(SR)技术，即在不同波段之间进行信息传递的SR技术和随机正则化SR技术Var-norm+BTV。研究区域是希腊西部的Lysimachia湖。2018年11月10日的哨兵2号图像被选中来测试不同的技术。

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Sentinel-2 “low resolution band” optimization using Super-Resolution techniques:Lysimachia Lake pilot area of analysis

This work super-resolves the lowest-resolution 60m/pixel Sentinel-2 B1 and B9 to the highest-resolution 10m/pixel. Two different categories of super-resolution (SR) techniques are utilized, in specific a SR technique which performs information transfer among different bands and the stochastic regularized SR technique Var-norm+BTV. The study area is the Lysimachia Lake, Western Greece. The Sentinel-2 image of 10th November 2018 has been selected to test the different techniques.

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2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)

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