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A Transformer-Based Siamese Network for Change Detection

4 January 2022

W. G. C. Bandara

Vishal M. Patel

ViT

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Papers citing "A Transformer-Based Siamese Network for Change Detection"

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Title
Leveraging Satellite Image Time Series for Accurate Extreme Event Detection Heng Fang Hossein Azizpour 13 0 0 13 Jun 2025
Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery Yu-Hsuan Ho Ali Mostafavi AI4CE 15 0 0 07 Jun 2025
CEBSNet: Change-Excited and Background-Suppressed Network with Temporal Dependency Modeling for Bitemporal Change Detection Qiáo Xu Yan Xing Jiali Hu Yunan Jia Rui Huang 39 0 0 21 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 115 0 0 20 May 2025
Temporal-Spectral-Spatial Unified Remote Sensing Dense Prediction Sijie Zhao Feng Liu Xueliang Zhang Hao Chen Pengfeng Xiao Lei Bai X. Zhang Hao Chen Z. Shi W. Ouyang 54 0 0 18 May 2025
Non-Registration Change Detection: A Novel Change Detection Task and Benchmark Dataset Zhe Shan Lei Zhou Liu Mao Shaofan Chen Chuanqiu Ren Xia Xie 57 0 0 15 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xuelong Li Guangliang Cheng Mamba 267 0 0 01 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 126 0 0 28 Apr 2025
HSANET: A Hybrid Self-Cross Attention Network For Remote Sensing Change Detection Chengxi Han Xiaoyu Su Zhiqiang Wei Meiqi Hu Yichu Xu 63 0 0 21 Apr 2025
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping Yun-Cheng Li Sen Lei Yi Zhao Heng-Chao Li Jun Li Antonio J. Plaza 84 0 0 17 Apr 2025
LDGNet: A Lightweight Difference Guiding Network for Remote Sensing Change Detection Chenfeng Xu 105 0 0 07 Apr 2025
MSSFC-Net:Enhancing Building Interpretation with Multi-Scale Spatial-Spectral Feature Collaboration Dehua Huo Weida Zhan Jinpei Guo Depeng Zhu Yu Chen YiChun Jiang Yueyi Han Deng Han Junlong Li 93 0 0 01 Apr 2025
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective Ziyu Zhou Keyan Hu Yutian Fang Xiaoping Rui 162 0 0 26 Mar 2025
M $^2$ CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation Ziyuan Liu Jiawei Zhang Wei Wang Yuantao Gu 76 0 0 25 Mar 2025
DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding Keyan Chen Chenyang Liu Bowen Chen Wenyuan Li Zhengxia Zou Zhenwei Shi 78 3 0 20 Mar 2025
The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation Benidir Yanis Gonthier Nicolas Mallet Clement 99 2 0 19 Mar 2025
Operational Change Detection for Geographical Information: Overview and Challenges Nicolas Gonthier 89 0 0 18 Mar 2025
CFNet: Optimizing Remote Sensing Change Detection through Content-Aware Enhancement Fan Wu Sijun Dong Xiaoliang Meng 103 1 0 11 Mar 2025
2DMCG:2DMambawith Change Flow Guidance for Change Detection in Remote Sensing JunYao Kaung HongWei Ge Mamba 448 1 0 01 Mar 2025
SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping Samuel Garske Konrad Heidler Bradley Evans KC Wong Xiao Xiang Zhu 85 0 0 01 Mar 2025
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations Wen Liu Pei Yang Wenhui Hong Xiaoguang Mei Jiayi Ma DiffM 91 0 0 24 Feb 2025
A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial Differences Sijun Dong Fangcheng Zuo Geng Chen Siming Fu Xiaoliang Meng 62 0 0 19 Jan 2025
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object Rearrangement Ziqi Lu Jianbo Ye John J. Leonard 3DPC 3DGS 128 3 0 06 Nov 2024
IO Transformer: Evaluating SwinV2-Based Reward Models for Computer Vision Maxwell Meyer Jack Spruyt ViT 36 0 0 31 Oct 2024
MV-CC: Mask Enhanced Video Model for Remote Sensing Change Caption Ruixun Liu Kaiyu Li Jiayi Song Dongwei Sun Xiangyong Cao VGen 87 1 0 31 Oct 2024
HCDN: A Change Detection Network for Construction Housekeeping Using Feature Fusion and Large Vision Models Kailai Sun Zherui Shao Yang Miang Goh Jing Tian Vincent J. L. Gan 50 0 0 23 Oct 2024
ChangeMinds: Multi-task Framework for Detecting and Describing Changes in Remote Sensing Yuduo Wang Weikang Yu Michael K Kopp Pedram Ghamisi 73 1 0 13 Oct 2024
Bi-temporal Gaussian Feature Dependency Guided Change Detection in Remote Sensing Images Yi Xiao B. Luo Jun Liu X. Su Wei Wang 99 0 0 12 Oct 2024
Exploring Foundation Models in Remote Sensing Image Change Detection: A Comprehensive Survey Zihan Yu Tianxiao Li Yuxin Zhu Rongze Pan 80 1 0 10 Oct 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 265 1 0 20 Sep 2024
Find the Assembly Mistakes: Error Segmentation for Industrial Applications Dan Lehman Tim J. Schoonbeek Shao-Hsuan Hung Jacek Kustra Peter H. N. de With Fons van der Sommen UQCV 63 0 0 23 Aug 2024
EfficientCD: A New Strategy For Change Detection Based With Bi-temporal Layers Exchanged Sijun Dong Yuwei Zhu Geng Chen Xiaoliang Meng 68 4 0 22 Jul 2024
Open-CD: A Comprehensive Toolbox for Change Detection Kaiyu Li Jiawei Jiang Andrea Codegoni Chengxi Han Yupeng Deng ... Zhenwei Shi Zhi Wang Xiangyong Cao Zhi Wang Xiangyong Cao VLM 133 4 0 22 Jul 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 78 4 0 19 Jul 2024
A Mamba-based Siamese Network for Remote Sensing Change Detection Jay N. Paranjape C. D. Melo Vishal M. Patel Mamba 100 7 0 08 Jul 2024
Co-Scale Cross-Attentional Transformer for Rearrangement Target Detection Haruka Matsuo Shintaro Ishikawa Komei Sugiura 54 0 0 06 Jul 2024
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery Weikang Yu Xiaokang Zhang Xiao Xiang Zhu Richard Gloaguen Pedram Ghamisi 86 5 0 04 Jul 2024
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask Xinyu Yang Xiaochen Ma Xuekang Zhu Bo Du Lei Su Bingkui Tong Zeyu Lei Jizhe Zhou 143 0 0 04 Jul 2024
Relating CNN-Transformer Fusion Network for Change Detection Yuhao Gao Gensheng Pei Mengmeng Sheng Zeren Sun Tao Chen Yazhou Yao ViT 73 2 0 03 Jul 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 64 4 0 26 Jun 2024
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model Zhuo Zheng Stefano Ermon Dongjun Kim Liangpei Zhang Yanfei Zhong DiffM 87 20 0 26 Jun 2024
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration Sebastian Hafner Heng Fang Hossein Azizpour Y. Ban 121 1 0 25 Jun 2024
UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation Pengfei Zhang Chang Li Yongjun Zhang Rongjun Qin Kyle Gao Jonathan Li 53 1 0 23 Jun 2024
Rethinking Remote Sensing Change Detection With A Mask View Xiaowen Ma Zhenkai Wu Rongrong Lian Wei Zhang Siyang Song 70 3 0 21 Jun 2024
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning Xiaowen Ma Jiawei Yang Rui Che Huanting Zhang Wei Zhang 53 5 0 19 Jun 2024
ChangeViT: Unleashing Plain Vision Transformers for Change Detection Duowang Zhu Xiaohu Huang Haiyan Huang Zhenfeng Shao Q. Cheng 82 9 0 18 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 164 27 0 17 Jun 2024
$A$^{2}$-MAE: A spatial-temporal-spectral unified remote sensing pre-training method based on anchor-aware masked autoencoder$ A $^{2}$ -MAE: A spatial-temporal-spectral unified remote sensing pre-training method based on anchor-aware masked autoencoder Lixian Zhang Yi Zhao Runmin Dong Jinxiao Zhang Shuai Yuan ... Weijia Li Wei Liu Wayne Zhang Xue Jiang Haohuan Fu 117 4 0 12 Jun 2024
FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding Shuai Yuan Guancong Lin Lixian Zhang Runmin Dong Jinxiao Zhang Shuang Chen Juepeng Zheng Jie Wang Haohuan Fu AI4TS 77 6 0 29 May 2024
Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Tarun Kalluri Jihyeon Janel Lee Kihyuk Sohn Sahil Singla Manmohan Chandraker Joseph Z. Xu Jeremiah Liu 121 1 0 22 May 2024