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1608.05167
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AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2016
18 August 2016
Gui-Song Xia
Jingwen Hu
Fan Hu
Baoguang Shi
X. Bai
Yanfei Zhong
Liangpei Zhang
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Papers citing
"AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification"
50 / 298 papers shown
Learning Instance Representation Banks for Aerial Scene Classification
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117
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Pairwise Comparison Network for Remote Sensing Scene Classification
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022
Yue Zhang
Xiangtao Zheng
Xiaoqiang Lu
SSL
171
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0
17 May 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Qi Bi
Beichen Zhou
K. Qin
Qinghao Ye
Guisong Xia
209
48
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06 May 2022
From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Zhenghang Yuan
Lichao Mou
Q. Wang
Xiao Xiang Zhu
275
82
0
06 May 2022
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022
Chao Tao
Ji Qi
Guo Zhang
Qing Zhu
Weipeng Lu
Haifeng Li
267
65
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10 Apr 2022
An Empirical Study of Remote Sensing Pretraining
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Di Wang
Jing Zhang
Bo Du
Guisong Xia
Dacheng Tao
EDL
353
261
0
06 Apr 2022
A Multi-Stage Duplex Fusion ConvNet for Aerial Scene Classification
International Conference on Information Photonics (ICIP), 2022
Jingjun Yi
Beichen Zhou
137
3
0
29 Mar 2022
2-speed network ensemble for efficient classification of incremental land-use/land-cover satellite image chips
M. J. Horry
Subrata Chakraborty
B. Pradhan
N. Shukla
Sanjoy Paul
98
2
0
15 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
International Journal of Computer Vision (IJCV), 2022
Yuanhan Zhang
Qi Sun
Yichun Zhou
Zexin He
Zhen-fei Yin
Kunze Wang
Lu Sheng
Yu Qiao
Jing Shao
Ziwei Liu
ObjD
VLM
290
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0
15 Mar 2022
Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification
Qiaoli Chen
Zhihao Chen
Wei Luo
180
5
0
04 Mar 2022
Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Yonghao Xu
Pedram Ghamisi
AAML
271
96
0
14 Feb 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation
Remote Sensing (RS), 2022
I. Dimitrovski
Ivan Kitanovski
P. Panov
Nikola Simidjievski
D. Kocev
265
14
0
21 Jan 2022
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Weiwei Song
Zhi Gao
Renwei Dian
Pedram Ghamisi
Yongjun Zhang
J. Benediktsson
167
46
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15 Jan 2022
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling
Yang Long
Gui-Song Xia
Guang Dai
Gong Cheng
Deren Li
329
17
0
06 Jan 2022
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems
IEEE Transactions on Communications (IEEE Trans. Commun.), 2021
Xu Kang
Bin Song
Jie Guo
Zhijin Qin
F. Yu
184
125
0
21 Dec 2021
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images
Kunping Yang
Xin-Yi Tong
Gui-Song Xia
Weiming Shen
Liangpei Zhang
156
18
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09 Dec 2021
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition
Cheng Peng
Yangyang Li
Ronghua Shang
L. Jiao
136
17
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07 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data
Samarth Mishra
Yikang Shen
Cheng Perng Phoo
Chun-Fu Chen
Leonid Karlinsky
Kate Saenko
Venkatesh Saligrama
Rogerio Feris
406
42
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30 Nov 2021
Benchmarking and scaling of deep learning models for land cover image classification
Ioannis Papoutsis
Nikolaos Ioannis Bountos
Angelos Zavras
Dimitrios Michail
Christos Tryfonopoulos
454
73
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18 Nov 2021
Do we still need ImageNet pre-training in remote sensing scene classification?
Vladimir Risojević
Vladan Stojnić
295
12
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05 Nov 2021
Resampling and super-resolution of hexagonally sampled images using deep learning
Optical Engineering: The Journal of SPIE (Opt. Eng.), 2021
Dylan Flaute
R. Hardie
Hamed Elwarfalli
SupR
209
2
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03 Nov 2021
Towards artificial general intelligence via a multimodal foundation model
Nanyi Fei
Zhiwu Lu
Yizhao Gao
Guoxing Yang
Yuqi Huo
...
Ruihua Song
Xin Gao
Tao Xiang
Haoran Sun
Jiling Wen
AI4CE
LRM
232
290
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27 Oct 2021
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images
Tianze Yu
Ieee Jianzhe Lin Student Member
Ieee Lichao Mou Student Member
Yuansheng Hua
Senior Member Ieee Xiaoxiang Zhu
F. I. Z. Jane Wang
140
8
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15 Aug 2021
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021
Tianyang Zhang
Xiangrong Zhang
Peng Zhu
Xu Tang
Chen Li
L. Jiao
Huiyu Zhou
ISeg
125
41
0
25 Jul 2021
Clustering-Based Representation Learning through Output Translation and Its Application to Remote--Sensing Images
Qing Li
Bin Li
J. Garibaldi
Guoping Qiu
SSL
236
4
0
13 Jul 2021
A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification
International Conference on Information Photonics (ICIP), 2021
Md. Adnan Arefeen
Sumaiya Tabassum Nimi
M. Y. S. Uddin
Zhu Li
199
11
0
15 Jun 2021
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Jingyang Zhang
Nathan Inkawhich
Randolph Linderman
Yiran Chen
Xue Yang
OODD
300
73
0
07 Jun 2021
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021
Yuansheng Hua
Lichao Mou
Jianzhe Lin
Konrad Heidler
Xiaoxiang Zhu
244
19
0
22 Apr 2021
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding
Vladan Stojnić
Vladimir Risojević
SSL
244
124
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14 Apr 2021
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Yuansheng Hua
Lichao Mou
P. Jin
Xiaoxiang Zhu
235
16
0
07 Apr 2021
Remote Sensing Image Classification with the SEN12MS Dataset
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2021
M. Schmitt
Yulin Wu
111
27
0
01 Apr 2021
Embedded Self-Distillation in Compact Multi-Branch Ensemble Network for Remote Sensing Scene Classification
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Qi Zhao
Yujing Ma
Shuchang Lyu
Lijiang Chen
UQCV
122
26
0
01 Apr 2021
A Hierarchical Approach to Remote Sensing Scene Classification
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science (PFG), 2021
Ozlem Sen
H. Keles
149
8
0
29 Mar 2021
MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2021
Pablo Gómez
Gabriele Meoni
227
49
0
18 Mar 2021
Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning
Dimitri Gominski
V. Gouet-Brunet
Liming Chen
166
2
0
26 Feb 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Jian Ding
Nan Xue
Guisong Xia
X. Bai
Wen Yang
...
Serge J. Belongie
Jiebo Luo
Mihai Datcu
Marcello Pelillo
Guang Dai
437
540
0
24 Feb 2021
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Qi Zhao
Shuchang Lyu
Yuewen Li
Yujing Ma
Lijiang Chen
155
37
0
29 Dec 2020
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data
Wang Zhou
L. Klein
Siyuan Lu
129
7
0
12 Dec 2020
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization
Shidong Wang
Yi Ren
G. Parr
Yu Guan
Ling Shao
132
20
0
11 Nov 2020
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning
International Conference on Pattern Recognition (ICPR), 2020
Hyunseung Chung
Woo-Jeoung Nam
Seong-Whan Lee
138
4
0
19 Oct 2020
GuCNet: A Guided Clustering-based Network for Improved Classification
International Conference on Pattern Recognition (ICPR), 2020
Ushasi Chaudhuri
Syomantak Chaudhuri
S. Chaudhuri
112
4
0
11 Oct 2020
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples
IEEE Geoscience and Remote Sensing Letters (GRSL), 2020
Chao Tao
Ji Qi
Weipeng Lu
Hao Wang
Haifeng Li
SSL
150
110
0
02 Oct 2020
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding
Xiaoman Qi
P. Zhu
Yuebin Wang
Liqiang Zhang
Junhuan Peng
Mengfan Wu
Jialong Chen
Xudong Zhao
Ning Zang
P. Mathiopoulos
274
153
0
01 Oct 2020
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification
Haifeng Li
Zhenqi Cui
Zhiqiang Zhu
Lixing Chen
Jiawei Zhu
Haozhe Huang
Chao Tao
180
103
0
28 Sep 2020
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Guangshuai Gao
Qingjie Liu
Yunhong Wang
197
69
0
28 Aug 2020
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID
Yang Long
Guisong Xia
Shengyang Li
Wen Yang
M. Yang
Xiaoxiang Zhu
Liangpei Zhang
Deren Li
185
22
0
22 Jun 2020
Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain
Akshara Preethy Byju
Gencer Sumbul
Begüm Demir
Lorenzo Bruzzone
165
21
0
20 Jun 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis
IEEE Access (IEEE Access), 2020
Lazhar Khelifi
M. Mignotte
157
320
0
10 Jun 2020
Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition
Di Hu
Xuhong Li
Lichao Mou
P. Jin
Dong Chen
L. Jing
Xiaoxiang Zhu
Dejing Dou
175
6
0
18 May 2020
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery
Adrian Boguszewski
D. Batorski
Natalia Ziemba-Jankowska
T. Dziedzic
Anna Zambrzycka
388
114
0
05 May 2020
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