A Review on Deep Learning in UAV Remote Sensing

22 January 2021

Jonathan Li

Papers citing "A Review on Deep Learning in UAV Remote Sensing"

20 / 20 papers shown

Title
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes Zhenteng Li Sheng Lian Dengfeng Pan Y. Wang Wei Liu 56 0 0 08 Apr 2025
VDD: Varied Drone Dataset for Semantic Segmentation Wenxiao Cai Ke Jin Jinyan Hou Cong Guo Letian Wu Wankou Yang 42 11 0 23 May 2023
The Potential of Visual ChatGPT For Remote Sensing L. Osco Eduardo Lopes de Lemos W. Gonçalves A. P. Ramos J. M. Junior 22 30 0 25 Apr 2023
SuperpixelGraph: Semi-automatic generation of building footprint through semantic-sensitive superpixel and neural graph networks Haojia Yu Han Hu Bo Xu Qisen Shang Zhendong Wang Qing Zhu 28 5 0 12 Apr 2023
Is Alice Really in Wonderland? UWB-Based Proof of Location for UAVs with Hyperledger Fabric Blockchain Leijie Fu Paola Torrico Morón Jorge Peña Queralta David Hästbacka Harry Edelman Tomi Westerlund 13 1 0 03 Apr 2023
Evaluating the Performance of Multi-Scan Integration for UAV LiDAR-based Tracking Iacopo Catalano Jorge Peña Queralta Tomi Westerlund 24 2 0 03 Apr 2023
Automatic detection of aerial survey ground control points based on Yolov5-OBB Chuanxiang Cheng Jia Yang Chao Wang Zhi Zheng Xiaopeng Li Di Dong Mengxia Chang Zhiheng Zhuang 20 4 0 06 Mar 2023
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images Xiaoxiang Han Yiman Liu Gang Liu Yuanjie Lin Qiaohong Liu 27 11 0 16 Dec 2022
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation X. Zhang Jiangeng Huang Yuanhao Huang K. Huang Lei Yang Yan Han Li-e Wang Huaping Liu Jianxi Luo Jun Li 26 19 0 23 Jul 2022
Informative Path Planning for Active Learning in Aerial Semantic Mapping Julius Ruckin Liren Jin Federico Magistri C. Stachniss Marija Popović 27 11 0 03 Mar 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 21 10 0 21 Jan 2022
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 26 180 0 25 Oct 2021
Semantic Segmentation of Remote Sensing Images with Sparse Annotations Yuansheng Hua Diego Marcos Lichao Mou Xiaoxiang Zhu D. Tuia 33 81 0 10 Jan 2021
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery L. Osco Mauro dos Santos de Arruda D. Gonçalves Alexandre Dias J. Batistoti ... V. Liesenberg Jonathan Li Lingfei Ma J. M. Junior W. Gonçalves 35 98 0 31 Dec 2020
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning B. Kellenberger Diego Marcos D. Tuia 26 261 0 29 Jun 2018
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 90 515 0 09 Apr 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012