no code implementations • 23 Oct 2023 • Ruixiang Zhang, Chang Xu, Fang Xu, Wen Yang, Guangjun He, Huai Yu, Gui-Song Xia
This paper focuses on the scale imbalance problem of semi-supervised object detection(SSOD) in aerial images.
1 code implementation • 9 Jan 2023 • Fang Xu, Yilei Shi, Patrick Ebel, Wen Yang, Xiao Xiang Zhu
In this paper, we introduce Planet-CR, a benchmark dataset for high-resolution cloud removal with multi-modal and multi-resolution data fusion.
1 code implementation • 6 Jun 2022 • Fang Xu, Yilei Shi, Patrick Ebel, Lei Yu, Gui-Song Xia, Wen Yang, Xiao Xiang Zhu
The challenge of the cloud removal task can be alleviated with the aid of Synthetic Aperture Radar (SAR) images that can penetrate cloud cover.
Ranked #2 on Cloud Removal on SEN12MS-CR
no code implementations • ICCV 2021 • Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu
In this paper, we propose an end-to-end learning framework for event-based motion deblurring in a self-supervised manner, where real-world events are exploited to alleviate the performance degradation caused by data inconsistency.
no code implementations • 2 Mar 2020 • Fang Xu, ShiJie Lin, Wen Yang, Lei Yu, Dengxin Dai, Gui-Song Xia
The event camera has appealing properties: high dynamic range, low latency, low power consumption and low memory usage, and thus provides complementariness to conventional frame-based cameras.
1 code implementation • 28 Nov 2019 • Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, DaCheng Tao
On the one hand, continuous dropout is considerably closer to the activation characteristics of neurons in the human brain than traditional binary dropout.