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2020 – today
- 2025
[i27]Zhenghui Zhao, Chen Wu, Lixiang Ru, Di Wang, Hongruixuan Chen, Cuiqun Chen:
Plug-and-Play DISep: Separating Dense Instances for Scene-to-Pixel Weakly-Supervised Change Detection in High-Resolution Remote Sensing Images. CoRR abs/2501.04934 (2025)- [i26]Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya:
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. CoRR abs/2501.06019 (2025) - [i25]Junshi Xia, Hongruixuan Chen, Clifford Broni-Bediako, Yimin Wei, Jian Song, Naoto Yokoya:
OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. CoRR abs/2501.10891 (2025) - [i24]Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot:
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. CoRR abs/2502.02835 (2025) - [i23]Xinlei Shao, Hongruixuan Chen, Fan Zhao, Kirsty Magson, Jundong Chen, Peiran Li, Jiaqi Wang, Jun Sasaki:
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning. CoRR abs/2503.23012 (2025) - 2024
- [j10]Clifford Broni-Bediako
, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya:
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j9]Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. IEEE Trans. Geosci. Remote. Sens. 62: 1-22 (2024) - [j8]Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya:
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j7]Chengxi Han, Chen Wu, Meiqi Hu, Jiepan Li, Hongruixuan Chen:
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [c6]Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen:
OpenEarthMap Benchmark Suite and Its Applications. IGARSS 2024: 959-962 - [c5]Hongruixuan Chen, Jian Song, Naoto Yokoya:
Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM). IGARSS 2024: 8509-8512 - [c4]Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya:
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. NeurIPS 2024 - [c3]Jian Song, Hongruixuan Chen, Naoto Yokoya:
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. WACV 2024: 8272-8281 - [i22]Hongruixuan Chen, Jian Song, Naoto Yokoya:
Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM). CoRR abs/2401.09019 (2024) - [i21]Xinlei Shao, Hongruixuan Chen, Kirsty Magson, Jiaqi Wang, Jian Song, Jundong Chen, Jun Sasaki:
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry. CoRR abs/2403.05930 (2024) - [i20]Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya:
ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. CoRR abs/2404.03425 (2024) - [i19]Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Hongruixuan Chen:
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images. CoRR abs/2404.09178 (2024) - [i18]Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Jiepan Li, Hongruixuan Chen:
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery. CoRR abs/2404.09179 (2024) - [i17]Chengxi Han, Chen Wu, Meiqi Hu, Jiepan Li, Hongruixuan Chen:
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images. CoRR abs/2404.13838 (2024) - [i16]Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang:
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR abs/2406.11519 (2024) - [i15]Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya:
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. CoRR abs/2406.18151 (2024) - [i14]Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya:
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. CoRR abs/2409.11227 (2024) - [i13]Ziyang Gong, Zhixiang Wei, Di Wang, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Naoto Yokoya, Jing Zhang, Bo Du, Liangpei Zhang:
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. CoRR abs/2410.22629 (2024) - 2023
- [j6]Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Hongruixuan Chen:
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3867-3878 (2023) - [j5]Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Jiepan Li, Hongruixuan Chen:
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8395-8407 (2023) - [i12]Jian Song, Hongruixuan Chen, Naoto Yokoya:
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. CoRR abs/2309.01907 (2023) - [i11]Hongruixuan Chen, Jian Song, Chen Wu, Bo Du, Naoto Yokoya:
Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange. CoRR abs/2310.00689 (2023) - [i10]Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. CoRR abs/2310.02674 (2023) - 2022
- [j4]Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang:
Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. IEEE Trans. Cybern. 52(11): 12084-12098 (2022) - [j3]Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du:
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [c2]Hongruixuan Chen, Edoardo Nemni, Sofia Vallecorsa, Xi Li, Chen Wu, Lars Bromley:
Dual-Tasks Siamese Transformer Framework for Building Damage Assessment. IGARSS 2022: 1600-1603 - [i9]Hongruixuan Chen, Edoardo Nemni, Sofia Vallecorsa, Xi Li, Chen Wu, Lars Bromley:
Dual-Tasks Siamese Transformer Framework for Building Damage Assessment. CoRR abs/2201.10953 (2022) - [i8]Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du:
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. CoRR abs/2210.00941 (2022) - 2021
- [j2]Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang:
An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. Int. J. Appl. Earth Obs. Geoinformation 103: 102503 (2021) - [i7]Hongruixuan Chen, Chen Wu, Bo Du:
Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images. CoRR abs/2108.08157 (2021) - [i6]Hongruixuan Chen, Chen Wu, Yonghao Xu, Bo Du:
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer. CoRR abs/2109.08912 (2021) - 2020
- [j1]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang, Le Wang:
Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. IEEE Trans. Geosci. Remote. Sens. 58(4): 2848-2864 (2020) - [i5]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images. CoRR abs/2004.05745 (2020) - [i4]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection. CoRR abs/2006.09225 (2020) - [i3]Chen Wu, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang:
A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery. CoRR abs/2006.16098 (2020)
2010 – 2019
- 2019
- [c1]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. MultiTemp 2019: 1-4 - [i2]Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang:
Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. CoRR abs/1906.11479 (2019) - [i1]Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang:
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. CoRR abs/1912.08628 (2019)
Coauthor Index
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