Jón Atli Benediktsson - Publications, H-index & Citations

Jón Atli Benediktsson

University of Iceland

103H指数

666论文数

4.3W被引数

收录论文 193

发表时间

Spectral–Spatial–Frequency Geometry Adaptive Network for Hyperspectral Image Classification 光谱-空间-频率几何自适应网络用于高光谱图像分类

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2026-07-06

PREAI

Boxun Dun; Danfeng Liu; Liguo Wang; Jón Atli Benediktsson

Fully Blind Hyperspectral Unmixing Without Explicit Mixing Models or Endmember Initialization 完全盲目的高光谱解混，无需显式混合模型或端元初始化

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2026-03-09

PREAI

Dong Chen; Junping Zhang; Jiaxin Li; Jón Atli Benediktsson; Magnus Örn Úlfarsson

Dual-Branch Token Selection Fusion Network for Hyperspectral Image Classification With Few Labeled Samples 基于双分支标记选择融合网络的小样本标签高光谱图像分类

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2026-01-01

PREAI

Dun, Boxun; Liu, Danfeng; Wang, Liguo; Benediktsson, Jon Atli

Hybrid Deep Learning Models for Remote Sensing Image Processing 遥感图像处理的混合深度学习模型

Proceedings of the IEEE

IF25.9

2025-12-12

PREAI

Matthieu Muller; Daniele Picone; Begüm Demir; Gustau Camps-Valls; Mauro Dalla Mura; Magnús Örn Úlfarsson; Jón Atli Benediktsson

Urban visual-spatial intelligence: linking human and sensor perception for sustainable urban development 城市视觉空间智能：连接人类与传感器感知以实现可持续发展

npj Urban Sustainability

IF8.8

2025-08-12

OAAI

Qihao Weng; Qianbao Hou; Zhixing Chen; Jón Atli Benediktsson; Paolo Gamba; Devis Tuia; Fan Zhang; Yonghao Xu; Meiliu Wu; Na Li; Michael Batty

Newly established forests dominated global carbon sequestration change induced by land cover conversions 新建立的森林主导了土地覆盖转换引起的全球碳固存变化

Nature Communications

IF15.7

2025-07-17

OAAI

Dailiang 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

Land cover change detection with hyperspectral remote sensing images: A survey 基于高光谱遥感图像的土地覆盖变化检测：综述

INFORMATION FUSION

IF15.5

2025-06-07

PREAI

Lv, Zhiyong; Zhang, Ming; Sun, Weiwei; Lei, Tao; Benediktsson, Jon Atli; Liu, Tongfei

Physical Interpretation of Microwave Emission From Snow-Covered Stratified Sea Ice With Rough Boundaries 具有粗糙边界的积雪覆盖的分层海冰微波发射的物理解释

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Yang, Ying; Chen, Kun-Shan; Benediktsson, Jon Atli; Ulfarsson, Magnus Orn

Hierarchical Feature Fusion Triple Network for Change Detection With Bitemporal Remote Sensing Images 用于双时态遥感图像变化检测的分层特征融合三网

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Lv, Zhiyong; Yang, Tianyv; Zhong, Pingdong; Sun, Weiwei; Benediktsson, Jon Atli; Li, Junhuai

Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-11-01

PREAI

Lv, Zhiyong; Huang, Haitao; Sun, Weiwei; Jia, Meng; Benediktsson, Jon Atli; Chen, Fengrui

Interpretable foundation models as decryptors peering into the Earth system

INNOVATION

IF25.7

2024-09-01

OAAI

Li, Chenyu; Hong, Danfeng; Zhang, Bing; Liao, Tianjun; Yokoya, Naoto; Ghamisi, Pedram; Chen, Min; Wang, Lizhe; Benediktsson, Jon Atli; Chanussot, Jocelyn

DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-02-01

OAAI

Senthilnath, J.; Nagaraj, G.; Simha, Sumanth C.; Kulkarni, Sushant; Thapa, Meenakumari; Indiramma, M.; Benediktsson, Jon Atli

Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Lv, Zhiyong; Zhang, Pengfei; Sun, Weiwei; Lei, Tao; Benediktsson, Jon Atli; Li, Peng

Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Lv, Zhiyong; Zhang, Pengfei; Xie, Linfu; Benediktsson, Jon Atli; Lei, Tao

Exploring Transformer-Based Direction-of-Arrival Estimation Over Sea Surface: A BERT Approach With Physics-Based Loss Function

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Zhao, Xiuyi; Atli Benediktsson, Jon; Yang, Ying; Chen, Kun-Shan; Orn Ulfarsson, Magnus

Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Ye, Zhijing; Zhang, Liming; Zheng, Chengyong; Peng, Jiangtao; Benediktsson, Jon Atli

Comprehensive mapping of lunar surface chemistry by adding Chang'e-5 samples with deep learning

NATURE COMMUNICATIONS

IF15.7

2023-11-20

OAAI

Yang, Chen; Zhang, Xinmei; Bruzzone, Lorenzo; Liu, Bin; Liu, Dawei; Ren, Xin; Benediktsson, Jon Atli; Liang, Yanchun; Yang, Bo; Yin, Minghao; Zhao, Haishi; Guan, Renchu; Li, Chunlai; Ouyang, Ziyuan

Deep-Learning-Based 3-D Surface Reconstruction-A Survey

PROCEEDINGS OF THE IEEE

IF25.9

2023-11-01

OAAI

Farshian, Anis; Goetz, Markus; Cavallaro, Gabriele; Debus, Charlotte; Niessner, Matthias; Benediktsson, Jon Atli; Streit, Achim

Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image 使用多模态遥感图像进行变化检测的新型增强UNet

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

PREAI

Lv, Zhiyong; Huang, Haitao; Sun, Weiwei; Lei, Tao; Benediktsson, Jon Atli; Li, Junhuai