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20182021
most citedLand-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models

1k citations · 1k across the 5 of their papers we have counts for

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5 papers

cs.CV2021

LUAI Challenge 2021 on Learning to Understand Aerial Images

Gui-Song Xia, Jian Ding, Ming Qian +33

This report summarizes the results of Learning to Understand Aerial Images (LUAI) 2021 challenge held on ICCV 2021, which focuses on object detection and semantic segmentation in a…

cs.CV2021★ 3 cited

Planetary UAV localization based on Multi-modal Registration with Pre-existing Digital Terrain Model

Xue Wan, Yuanbin Shao, Shengyang Li

The autonomous real-time optical navigation of planetary UAV is of the key technologies to ensure the success of the exploration. In such a GPS denied environment, vision-based loc…

cs.CV2020★ 7 cited

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID

Yang Long, Gui-Song Xia, Shengyang Li +5

The past years have witnessed great progress on remote sensing (RS) image interpretation and its wide applications. With RS images becoming more accessible than ever before, there…

cs.LG2020★ 1 cited

CNNTOP: a CNN-based Trajectory Owner Prediction Method

Xucheng Luo, Shengyang Li, Yuxiang Peng

Trajectory owner prediction is the basis for many applications such as personalized recommendation, urban planning. Although much effort has been put on this topic, the results arc…

cs.CV2018★ 1k cited

Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models

Xin-Yi Tong, Gui-Song Xia, Qikai Lu +4

In recent years, large amount of high spatial-resolution remote sensing (HRRS) images are available for land-cover mapping. However, due to the complex information brought by the i…