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2003.03608
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DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2020
7 March 2020
Jie Chen
Ziyang Yuan
Jian Peng
Li Chen
Haozhe Huang
Jiawei Zhu
Yu Liu
Haifeng Li
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Papers citing
"DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images"
50 / 64 papers shown
UniChange: Unifying Change Detection with Multimodal Large Language Model
Xu-Yao Zhang
Danyang Li
Xiaohang Dong
Tianhao Wu
Hualong Yu
Jianye Wang
Qicheng Li
Xiang Li
MLLM
368
1
0
04 Nov 2025
HyRet-Change: A hybrid retentive network for remote sensing change detection
Mustansar Fiaz
Mubashir Noman
Hiyam Debary
Kamran Ali
Hisham Cholakkal
205
2
0
15 Jun 2025
Spatial-Temporal-Spectral Unified Modeling for Remote Sensing Dense Prediction
Sijie Zhao
Feng Liu
Xueliang Zhang
Hao Chen
Pengfeng Xiao
Mengwei He
X. Zhang
Hao Chen
421
0
0
18 May 2025
Lightweight Adapter Learning for More Generalized Remote Sensing Change Detection
Dou Quan
Rufan Zhou
Shuang Wang
Ning Huyan
Dong Zhao
Yunan Li
L. Jiao
294
1
0
28 Apr 2025
Generalization-aware Remote Sensing Change Detection via Domain-agnostic Learning
Qi Zang
Shuang Wang
Dong Zhao
Dou Quan
Yang Hu
L. Jiao
OOD
286
2
0
01 Apr 2025
SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Samuel Garske
Konrad Heidler
Bradley Evans
KC Wong
Xiao Xiang Zhu
196
0
0
01 Mar 2025
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
Lei Ding
Danfeng Hong
Maofan Zhao
Hongruixuan Chen
Chenyu Li
Jie Deng
Xiangwei Zhu
Lorenzo Bruzzone
J. Chanussot
323
17
0
05 Feb 2025
Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting
Yongshuo Zhu
Lu Li
Keyan Chen
Chenyang Liu
Fugen Zhou
Zhenwei Shi
200
8
0
12 Jan 2025
Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background
Biyuan Liu
Huaixin Chen
Huiyao Zhan
Sijie Luo
Zhou Huang
285
2
0
01 Sep 2024
Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance
Yongshuo Zhu
Lu Li
Keyan Chen
Chenyang Liu
Fugen Zhou
Z. Shi
263
21
0
19 Jul 2024
UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction
Zeyu Wang
Zecheng Hao
Jingyu Lin
Yuchao Feng
Yufei Guo
304
5
0
16 Jul 2024
Relating CNN-Transformer Fusion Network for Change Detection
Yuhao Gao
Gensheng Pei
Mengmeng Sheng
Zeren Sun
Tao Chen
Yazhou Yao
ViT
269
5
0
03 Jul 2024
Rethinking Remote Sensing Change Detection With A Mask View
Xiaowen Ma
Zhenkai Wu
Rongrong Lian
Wei Zhang
Siyang Song
243
8
0
21 Jun 2024
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning
IEEE International Conference on Multimedia and Expo (ICME), 2024
Xiaowen Ma
Jiawei Yang
Rui Che
Huanting Zhang
Wei Zhang
193
22
0
19 Jun 2024
RFL-CDNet: Towards Accurate Change Detection via Richer Feature Learning
Yuhang Gan
Wenjie Xuan
Hang Chen
Juhua Liu
Bo Du
225
13
0
27 Apr 2024
LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement
Huan Zhong
Chen Wu
Ziqi Xiao
167
2
0
07 Apr 2024
RS-Mamba for Large Remote Sensing Image Dense Prediction
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Sijie Zhao
Hao Chen
Xue-liang Zhang
Pengfeng Xiao
Mengwei He
Wanli Ouyang
Mamba
303
254
0
03 Apr 2024
ELGC-Net: Efficient Local-Global Context Aggregation for Remote Sensing Change Detection
Mubashir Noman
Mustansar Fiaz
Hisham Cholakkal
Salman Khan
Fahad Shahbaz Khan
202
69
0
26 Mar 2024
HSONet:A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection
Chao Tao
Dongsheng Kuang
Zhenyang Huang
Chengli Peng
Haifeng Li
189
0
0
26 Feb 2024
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation
Chao Pang
Xingxing Weng
Jiang Wu
Qiang Wang
Gui-Song Xia
290
9
0
19 Jan 2024
VcT: Visual change Transformer for Remote Sensing Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Bo Jiang
Zitian Wang
Xixi Wang
Ziyan Zhang
Lan Chen
Tianlin Li
Bin Luo
ViT
247
82
0
17 Oct 2023
The Road to On-board Change Detection: A Lightweight Patch-Level Change Detection Network via Exploring the Potential of Pruning and Pooling
Lihui Xue
Zhihao Wang
Xueqian Wang
Gang Li
276
2
0
16 Oct 2023
Changes-Aware Transformer: Learning Generalized Changes Representation
Dan Wang
Licheng Jiao
Jing Chen
Shuyuan Yang
Fang Liu
OOD
AI4TS
308
6
0
24 Sep 2023
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Lei Ding
Kun Zhu
Daifeng Peng
Hao Tang
Kuiwu Yang
Lorenzo Bruzzone
507
167
0
04 Sep 2023
SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images
IEEE Transactions on Image Processing (IEEE TIP), 2023
Haonan Guo
Xin Su
Chen Wu
Bo Du
Guang Dai
210
40
0
28 Aug 2023
T-UNet: Triplet UNet for Change Detection in High-Resolution Remote Sensing Images
Geo-Spatial Information Science (GSIS), 2023
Hua Zhong
Chen Wu
136
22
0
04 Aug 2023
End-to-end Remote Sensing Change Detection of Unregistered Bi-temporal Images for Natural Disasters
International Conference on Artificial Neural Networks (ICANN), 2023
Gui-yan Zhao
Lianlei Shan
Weiqiang Wang
271
18
0
27 Jul 2023
DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space
Haonan Guo
Bo Du
Chen Wu
Chengxi Han
Guang Dai
164
2
0
23 Jul 2023
DAM-Net: Global Flood Detection from SAR Imagery Using Differential Attention Metric-Based Vision Transformers
T. Saleh
Xingxing Weng
S. Holail
Chen Hao
Gui-Song Xia
138
11
0
01 Jun 2023
Continuous Cross-resolution Remote Sensing Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Hao Chen
Haotian Zhang
Keyan Chen
Chenyao Zhou
Songhang Chen
Zhengxia Zou
Z. Shi
271
35
0
24 May 2023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review
Remote Sensing (RS), 2023
Guangliang Cheng
Yun-Min Huang
Xiangtai Li
Shuchang Lyu
Zhaoyang Xu
Qi Zhao
Shiming Xiang
235
183
0
09 May 2023
BCE-Net: Reliable Building Footprints Change Extraction based on Historical Map and Up-to-Date Images using Contrastive Learning
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023
Cheng Liao
Han Hu
Xuekun Yuan
Haifeng Li
Chao Liu
Chunyang Liu
Gui Fu
Yulin Ding
Qing Zhu
171
29
0
14 Apr 2023
Remote Sensing Change Detection With Transformers Trained from Scratch
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Mubashir Noman
Mustansar Fiaz
Hisham Cholakkal
Sanath Narayan
Rao Muhammad Anwer
Salman Khan
Fahad Shahbaz Khan
150
85
0
13 Apr 2023
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Shizhen Chang
Michael K Kopp
Pedram Ghamisi
Bo Du
404
11
0
03 Apr 2023
Adjacent-Level Feature Cross-Fusion With 3-D CNN for Remote Sensing Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Y. Ye
Mengmeng Wang
Liang Zhou
Guangyang Lei
Jianwei Fan
Yao Qin
3DPC
155
68
0
10 Feb 2023
Time-Myopic Go-Explore: Learning A State Representation for the Go-Explore Paradigm
Marc Höftmann
Jan Robine
Stefan Harmeling
AI4TS
170
1
0
13 Jan 2023
Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
L. Ding
Jing Zhang
Kai Zhang
Haitao Guo
Bing Liu
Lorenzo Bruzzone
244
121
0
10 Dec 2022
Unsupervised Flood Detection on SAR Time Series
Ritu Yadav
A. Nascetti
Hossein Azizpour
Y. Ban
210
9
0
07 Dec 2022
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection
AAAI Conference on Artificial Intelligence (AAAI), 2022
Chao Chen
J. Hsieh
Ping-Yang Chen
Yi-Kuan Hsieh
Bo Wang
272
67
0
02 Dec 2022
MCTNet: A Multi-Scale CNN-Transformer Network for Change Detection in Optical Remote Sensing Images
Fusion (FUSION), 2022
Weiming Li
Lihui Xue
Xueqian Wang
Gang Li
ViT
243
22
0
14 Oct 2022
Transformers in Remote Sensing: A Survey
Remote Sensing (RS), 2022
Abdulaziz Amer Aleissaee
Amandeep Kumar
Rao Muhammad Anwer
Salman Khan
Hisham Cholakkal
Guisong Xia
Fahad Shahbaz Khan
ViT
233
305
0
02 Sep 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Di Wang
Qiming Zhang
Yufei Xu
Jing Zhang
Bo Du
Dacheng Tao
Guang Dai
377
335
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08 Aug 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection
Andrea Codegoni
G. Lombardi
Alessandro Ferrari
258
119
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26 Jul 2022
IDET: Iterative Difference-Enhanced Transformers for High-Quality Change Detection
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2022
Qingle Guo
Ruofei Wang
Rui Huang
Wei Fan
Yuxiang Zhang
232
26
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15 Jul 2022
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection
W. G. C. Bandara
Nithin Gopalakrishnan Nair
Vishal M. Patel
DiffM
247
35
0
23 Jun 2022
MASNet:Improve Performance of Siamese Networks with Mutual-attention for Remote Sensing Change Detection Tasks
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2022
H. Zhou
Y. Ren
Q. Li
J. Yin
Y. Lin
3DPC
279
5
0
06 Jun 2022
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Hao Chen
Wenyuan Li
Songhang Chen
Zhenwei Shi
277
48
0
27 May 2022
Urban Change Forecasting from Satellite Images
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science (PFG), 2022
Nando Metzger
Mehmet Özgür Türkoglu
Rodrigo Caye Daudt
Jan Dirk Wegner
Konrad Schindler
177
5
0
27 Apr 2022
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
W. G. C. Bandara
Vishal M. Patel
223
94
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18 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
356
273
0
06 Apr 2022
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