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J

Jón Atli Benediktsson

University of Iceland

103H-index
675Paper Count
4.3WCitation Count
Published Papers 202
Publication Date
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Edge-Guided Adjacent Scale Fusion Network for Building Change Detection with VHR Remote Sensing Images
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-10-08
err0
PREAI
errLinfu Xie; Zhiyong Lv; Cheng Shi; Jón Atli Benediktsson; Ziqing Zhao; Lubin Tian
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Frequency-aware cosine similarity alignment network in remote sensing semantic segmentation
errExpert Systems with Applications
IF7.5
err2026-09-29
err0
PREAI
errHe, Fulin; Lv, Zhiyong; Shi, Cheng; Li, Jiake; Benediktsson, Jon Atli
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A Unified Novel Architectural Paradigm for Remote Sensing Change Detection
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-09-28
err0
PREAI
errYuan Qu; Zhipeng Zhang; Chaojun Xu; Qiao Wan; Yuzeng Chen; Zhenqi Liu; Yanfei Zhong; Jón Atli Benediktsson
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A Tensor-Decomposition Networked Framework for Hyperspectral Remote Sensing Restoration
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2026-09-21
err0
PREAI
errMinghua Wang; Yilun Li; Lianru Gao; Jiaxin Li; Xin Zhao; Gemine Vivone; Zhi-Hui Zhan; Gustau Camps-Valls; Jón Atli Benediktsson
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Toward Accurate, Efficient, and Interpretable Hyperspectral Image Classification: A detachable network with adaptive spectral–spatial scale selection
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-09-18
err0
PREAI
errLilin Tu; Xin Huang; Jiayi Li; Jianya Gong; Antonio Plaza; Jon Atli Benediktsson
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errSave
Spatial-Spectral Multi-Scale Mamba Fusion Network for Hyperspectral and LiDAR Data Classification
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-09-07
err0
PREAI
errBin Zhao; Wenjie Cao; Lin Han; Weiwei Song; Wenjuan Zhang; Lianru Gao; Jakob Sigurdsson; Magnus O. Ulfarsson; Jón Atli Benediktsson
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A Comprehensive Survey on High-Performance and Efficient Computing for Earth Observation
errProceedings of the IEEE
IF25.9
err2026-08-28
err0
errOAAI
errDora B. Heras; Rocco Sedona; Álvaro Ordóñez; Gabriele Cavallaro; Sebastián López; Manil Maskey; Gabriele Meoni; Artur Miroszewski; Catherine D. Schuman; Jón Atli Benediktsson
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Smaller yet Smarter: Edge computing devices meet lightweight artificial intelligence to boost onboard real-time processing for unmanned aerial vehicle multimodal remote sensing
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-08-12
err0
PREAI
errBing Zhang; Yuanfeng Wu; Yuhang Song; Boya Zhao; Qingzhan Zhao; Zijin Li; Zhipeng He; Lianru Gao; Wenzhi Liao; Jón Atli Benediktsso; Antonio Plaza; Paolo Gamba
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errSave
A decomposition-based sequential deep learning model for time series forecasting: SSD-GRU for wind data
errEnergy and AI
IF9.6
err2026-08-01
err0
PREAI
errHassanian, Reza; Cavallaro, Gabriele; Helgadottir, Asdis; Palsson, Olafur Petur; Benediktsson, Jon Atli; Riedel, Morris
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Spectral–Spatial–Frequency Geometry Adaptive Network for Hyperspectral Image Classification
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-07-06
err0
PREAI
errBoxun Dun; Danfeng Liu; Liguo Wang; Jón Atli Benediktsson
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errSave
Fully Blind Hyperspectral Unmixing Without Explicit Mixing Models or Endmember Initialization
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-03-09
err0
PREAI
errDong Chen; Junping Zhang; Jiaxin Li; Jón Atli Benediktsson; Magnus Örn Úlfarsson
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errSave
Dual-Branch Token Selection Fusion Network for Hyperspectral Image Classification With Few Labeled Samples
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2026-01-01
err0
PREAI
errDun, Boxun; Liu, Danfeng; Wang, Liguo; Benediktsson, Jon Atli
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Hybrid Deep Learning Models for Remote Sensing Image Processing
errProceedings of the IEEE
IF25.9
err2025-12-12
err0
PREAI
errMatthieu Muller; Daniele Picone; Begüm Demir; Gustau Camps-Valls; Mauro Dalla Mura; Magnús Örn Úlfarsson; Jón Atli Benediktsson
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errSave
Urban visual-spatial intelligence: linking human and sensor perception for sustainable urban development
errnpj Urban Sustainability
IF8.8
err2025-08-12
err0
errOAAI
errQihao Weng; Qianbao Hou; Zhixing Chen; Jón Atli Benediktsson; Paolo Gamba; Devis Tuia; Fan Zhang; Yonghao Xu; Meiliu Wu; Na Li; Michael Batty
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errSave
Newly established forests dominated global carbon sequestration change induced by land cover conversions
errNature Communications
IF15.7
err2025-07-17
err0
errOAAI
errDailiang Peng; Bing Zhang; Shijun Zheng; Weimin Ju; Jing M. Chen; Philippe Ciais; Huadong Guo; Yuhao Pan; Le Yu; Yidi Xu; Bin Zhao; Jón Atli Benediktsson; Alfredo R. Huete; Zhou Shi; Yueming Hu; Liangyun Liu; Fang Chen; Miaogen Shen; Lei Huang; Xiaoyang Zhang
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errSave
Land cover change detection with hyperspectral remote sensing images: A survey
errINFORMATION FUSION
IF15.5
err2025-06-07
err0
PREAI
errLv, Zhiyong; Zhang, Ming; Sun, Weiwei; Lei, Tao; Benediktsson, Jon Atli; Liu, Tongfei
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errSave
Physical Interpretation of Microwave Emission From Snow-Covered Stratified Sea Ice With Rough Boundaries
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errYang, Ying; Chen, Kun-Shan; Benediktsson, Jon Atli; Ulfarsson, Magnus Orn
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errSave
Hierarchical Feature Fusion Triple Network for Change Detection With Bitemporal Remote Sensing Images
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err1
PREAI
errLv, Zhiyong; Yang, Tianyv; Zhong, Pingdong; Sun, Weiwei; Benediktsson, Jon Atli; Li, Junhuai
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Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-11-01
err40
PREAI
errLv, Zhiyong; Huang, Haitao; Sun, Weiwei; Jia, Meng; Benediktsson, Jon Atli; Chen, Fengrui
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errSave
Interpretable foundation models as decryptors peering into the Earth system
errINNOVATION
IF25.7
err2024-09-01
err2
errOAAI
errLi, Chenyu; Hong, Danfeng; Zhang, Bing; Liao, Tianjun; Yokoya, Naoto; Ghamisi, Pedram; Chen, Min; Wang, Lizhe; Benediktsson, Jon Atli; Chanussot, Jocelyn
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Research Directions

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Co-authors
Cooperation Journals
P
Philippe Ciais
H-index: 221 · Papers: 2.7K
L
Liangpei Zhang
H-index: 130 · Papers: 1.1K
J
Jocelyn Chanussot
H-index: 105 · Papers: 895
刘
刘波 (Bo Liu)
H-index: 104 · Papers: 4.5K
A
Antonio Plaza
H-index: 102 · Papers: 930
View more