activity
20102022
most citedDeep Learning for UAV-based Object Detection and Tracking: A Survey

373 citations · 1.2k across the 10 of their papers we have counts for

collaborators

10 papers

cs.CV2022★ 84 cited

LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images

Zhanchao Huang, Wei Li, Xiang-Gen Xia +3

A few lightweight convolutional neural network (CNN) models have been recently designed for remote sensing object detection (RSOD). However, most of them simply replace vanilla con…

cs.CV2021★ 373 cited

Deep Learning for UAV-based Object Detection and Tracking: A Survey

Xin Wu, Wei Li, Danfeng Hong +2

Owing to effective and flexible data acquisition, unmanned aerial vehicle (UAV) has recently become a hotspot across the fields of computer vision (CV) and remote sensing (RS). Ins…

cs.CV2020★ 58 cited

Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network

Xin Wu, Wei Li, Danfeng Hong +3

Vehicle detection in remote sensing images has attracted increasing interest in recent years. However, its detection ability is limited due to lack of well-annotated samples, espec…

cs.CV2019★ 138 cited

Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection

Xin Wu, Danfeng Hong, Jocelyn Chanussot +3

Geospatial object detection of remote sensing imagery has been attracting an increasing interest in recent years, due to the rapid development in spaceborne imaging. Most of previo…

cs.CV2019★ 218 cited

Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification

Wen-Shuai Hu, Heng-Chao Li, Lei Pan +3

In recent years, deep learning has presented a great advance in hyperspectral image (HSI) classification. Particularly, long short-term memory (LSTM), as a special deep learning st…

cs.CV2019★ 212 cited

ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features

Xin Wu, Danfeng Hong, Jiaojiao Tian +3

With the rapid development of spaceborne imaging techniques, object detection in optical remote sensing imagery has drawn much attention in recent decades. While many advanced work…

eess.SP2018

Variation of a Signal in Schwarzschild Spacetime

Huan Liu, Xiang-Gen Xia, Ran Tao

In this paper, the variation of a signal in Schwarzschild spacetime is studied and a general equation for frequency shift parameter (FSP) is presented. It shows that FSP depends on…

eess.SP2018★ 109 cited

Structure-Aware Bayesian Compressive Sensing for Frequency-Hopping Spectrum Estimation with Missing Observations

Shengheng Liu, Yimin Daniel Zhang, Tao Shan +1

In this paper, we address the problem of spectrum estimation of multiple frequency-hopping (FH) signals in the presence of random missing observations. The signals are analyzed wit…

cs.NI2011

Controlling Communication Field of Complex Networks by Transformation Method

Xiangyang Lu, Jin Hu, Ran Tao +1

Controlling the global statuses of a network by its local dynamic parameters is an important issue, and it is difficult to obtain the direct solution for. The transformation method…

physics.class-ph2010★ 48 cited

Controlling elastic wave with isotropic transformation materials

Zheng Chang, Jin Hu, Gengkai Hu +2

There are great demands to design functional devices with isotropic materials, however the transformation method usually leads to anisotropic material parameters difficult to be re…