Jón Atli Benediktsson

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 150

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Remote. Sens.

Publications

Zhijing Ye, Liming Zhang, Chengyong Zheng, Jiangtao Peng, Jón Atli Benediktsson
Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mufeng Yao, Jinlong Peng, Qingdong He, Bo Peng, Hao Chen, Mingmin Chi, Chao Liu, Jón Atli Benediktsson
Effective Motion Modeling for UAV-platform Multiple Object Tracking with Re-Margin Loss. CoRR (2024)
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zhiyong Lv, Pengfei Zhang, Linfu Xie, Jón Atli Benediktsson, Tao Lei
Iterative Sample Generation and Balance Approach for Improving Hyperspectral Remote Sensing Imagery Classification With Deep Learning Network. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Peng Li
Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
J. Senthilnath, Adithya Bhattiprolu, Ankur Singh, Bangjian Zhou, Min Wu, Jón Atli Benediktsson, Xiaoli Li
Evolving Restricted Boltzmann Machine-Kohonen Network for Online Clustering. CoRR (2024)
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Jón Atli Benediktsson, Junhuai Li, Wei Wang
Novel Adaptive Region Spectral-Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Anis Farshian, Markus Götz, Gabriele Cavallaro, Charlotte Debus, Matthias Nießner, Jón Atli Benediktsson, Achim Streit
Deep-Learning-Based 3-D Surface Reconstruction - A Survey. Proc. IEEE 111 (11) (2023)
Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Jón Atli Benediktsson, Cheng Shi
Novel Piecewise Distance Based on Adaptive Region Key-Points Extraction for LCCD With VHR Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
SpectralGPT: Spectral Foundation Model. CoRR (2023)
Xu Yang, Zhiyong Lv, Jón Atli Benediktsson, Fengrui Chen
Novel Spatial-Spectral Channel Attention Neural Network for Land Cover Change Detection with Remote Sensed Images. Remote. Sens. 15 (1) (2023)
Linghong Meng, Danfeng Liu, Liguo Wang, Jón Atli Benediktsson, Xiaohan Yue, Yuetao Pan
Augmented GBM Nonlinear Model to Address Spectral Variability for Hyperspectral Unmixing. Remote. Sens. 15 (12) (2023)
Zhiyong Lv, Ming Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei, Nicola Falco
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhiyong Lv, Haitao Huang, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Junhuai Li
Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jón Atli Benediktsson, Melba M. Crawford, John P. Kerekes, Jie Shan
Foreword. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhiyong Lv, Pengfei Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei
Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhiyong Lv, Jie Liu, Weiwei Sun, Tao Lei, Jón Atli Benediktsson, Xiuping Jia
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaohan Yue, Danfeng Liu, Liguo Wang, Jón Atli Benediktsson, Linghong Meng, Lei Deng
IESRGAN: Enhanced U-Net Structured Generative Adversarial Network for Remote Sensing Image Super-Resolution Reconstruction. Remote. Sens. 15 (14) (2023)
Zhiyong Lv, Tongfei Liu, Robert Wang, Jón Atli Benediktsson, Sudipan Saha
Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyong Lv, FengJun Wang, Tongfei Liu, XiangBing Kong, Jón Atli Benediktsson
Novel Automatic Approach for Land Cover Change Detection by Using VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuetao Pan, Danfeng Liu, Liguo Wang, Jón Atli Benediktsson, Shishuai Xing
A Pan-Sharpening Method with Beta-Divergence Non-Negative Matrix Factorization in Non-Subsampled Shear Transform Domain. Remote. Sens. 14 (12) (2022)
Fanghong Xiao, Ling Tong, Yuxia Li, Shiyu Luo, Jón Atli Benediktsson
A General Spline-Based Method for Centerline Extraction from Different Segmented Road Maps in Remote Sensing Imagery. Remote. Sens. 14 (9) (2022)
Bin Zhao, Haukur Isfeld Ragnarsson, Magnus O. Ulfarsson, Gabriele Cavallaro, Jón Atli Benediktsson
Predicting Classification Performance for Benchmark Hyperspectral Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Zhiyong Lv, Haitao Huang, Lipeng Gao, Jón Atli Benediktsson, Minghua Zhao, Cheng Shi
Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiyong Lv, Fengjun Wang, Weiwei Sun, Zhenzhen You, Nicola Falco, Jón Atli Benediktsson
Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
J. Senthilnath, Abhishek Kumar, Anurag Jain, Harikumar Kandath, Meenakumari Thapa, Suresh Sundaram, Gautham Anand, Jón Atli Benediktsson
BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyong Lv, Guangfei Li, Jixing Yan, Jón Atli Benediktsson, Zhenzhen You
Training Samples Enriching Approach for Classification Improvement of VHR Remote Sensing Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval. CoRR (2022)
Zhiyong Lv, Fengjun Wang, Guoqing Cui, Jón Atli Benediktsson, Tao Lei, Weiwei Sun
Spatial-Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhiyong Lv, Xuan Yang, Xiaokang Zhang, Jón Atli Benediktsson
Object-Based Sorted-Histogram Similarity Measurement for Detecting Land Cover Change With VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiyong Lv, Haitao Huang, Xinghua Li, Minghua Zhao, Jón Atli Benediktsson, Weiwei Sun, Nicola Falco
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective. Proc. IEEE 110 (12) (2022)
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. CoRR (2022)
J. Senthilnath, Sushant Kulkarni, Suresh Sundaram, X. S. Yang, Jón Atli Benediktsson
FPA clust: evaluation of the flower pollination algorithm for data clustering. Evol. Intell. 14 (3) (2021)
Zhijing Ye, Tao Qian, Liming Zhang, Lei Dai, Hong Li, Jón Atli Benediktsson
Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Weiwei Song, Shutao Li, Jón Atli Benediktsson
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Zhiyong Lv, FengJun Wang, Linfu Xie, Weiwei Sun, Nicola Falco, Jón Atli Benediktsson, Zhenzhen You
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhiyong Lv, Tongfei Liu, Cheng Shi, Jón Atli Benediktsson
Local Histogram-Based Analysis for Detecting Land Cover Change Using VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Morris Riedel, Gabriele Cavallaro, Jón Atli Benediktsson
Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing. IGARSS (2021)
Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Jun Li, Antonio Plaza, Jón Atli Benediktsson, Zhihui Wei
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures. IEEE Trans. Cybern. 51 (7) (2021)
Jón Atli Benediktsson, Zebin Wu
Distributed Computing for Remotely Sensed Data Processing. Proc. IEEE 109 (8) (2021)
Zhiyong Lv, Guangfei Li, Zhenong Jin, Jón Atli Benediktsson, Giles M. Foody
Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Behnood Rasti, Pedram Ghamisi, Jón Atli Benediktsson
Hyperspectral Mixed Gaussian and Sparse Noise Reduction. IEEE Geosci. Remote. Sens. Lett. 17 (3) (2020)
Fadi Kizel, Jón Atli Benediktsson
Spatially Enhanced Spectral Unmixing Through Data Fusion of Spectral and Visible Images from Different Sensors. Remote. Sens. 12 (8) (2020)
Zhiyong Lv, Tongfei Liu, XiangBing Kong, Cheng Shi, Jón Atli Benediktsson
Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Zhijing Ye, Jiaqing Chen, Hong Li, Yantao Wei, Guangrun Xiao, Jón Atli Benediktsson
Supervised Functional Data Discriminant Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
J. Senthilnath, Neelanshi Varia, Akanksha Dokania, Gaotham Anand, Jón Atli Benediktsson
Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery. Remote. Sens. 12 (2) (2020)
Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jón Atli Benediktsson
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep. CoRR (2020)
Zhiyong Lv, Tongfei Liu, Jón Atli Benediktsson
Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Zhifeng Zheng, Jiannong Cao, Zhiyong Lv, Jón Atli Benediktsson
Spatial-Spectral Feature Fusion Coupled with Multi-Scale Segmentation Voting Decision for Detecting Land Cover Change with VHR Remote Sensing Images. Remote. Sens. 11 (16) (2019)
Zhiyong Lv, Tongfei Liu, Cheng Shi, Jón Atli Benediktsson, Hejuan Du
Novel Land Cover Change Detection Method Based on k-Means Clustering and Adaptive Majority Voting Using Bitemporal Remote Sensing Images. IEEE Access 7 (2019)
Pedram Ghamisi, Behnood Rasti, Jón Atli Benediktsson
Multisensor Composite Kernels Based on Extreme Learning Machines. IEEE Geosci. Remote. Sens. Lett. 16 (2) (2019)
Yushi Chen, Kaiqiang Zhu, Lin Zhu, Xin He, Pedram Ghamisi, Jón Atli Benediktsson
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Zhiyong Lv, Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Tao Lei, Xiaokang Zhang
Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Hilda Deborah, Noël Richard, Magnús Örn Úlfarsson, Jón Atli Benediktsson, Jon Yngve Hardeberg
A metrological spectral difference space for the statistical modelling of hyperspectral images. IGARSS (2019)
Rocco Sedona, Gabriele Cavallaro, Jenia Jitsev, Alexandre Strube, Morris Riedel, Jón Atli Benediktsson
Remote Sensing Big Data Classification with High Performance Distributed Deep Learning. Remote. Sens. 11 (24) (2019)
Bing Zhang, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio Plaza
Remotely sensed big data: evolution in model development for information extraction [point of view]. Proc. IEEE 107 (12) (2019)
Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jón Atli Benediktsson
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification. Remote. Sens. 11 (3) (2019)
B. Zhang, Y. Zeng, Q. Wu, R. Zhang, A. B. Magoun, Z. Chen, D. Peng, Jón Atli Benediktsson, B. Liu, L. Zou, J. Li, Antonio J. Plaza, K. Shenai
Scanning the Issue. Proc. IEEE 107 (12) (2019)
Puhong Duan, Xudong Kang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Bing Tu, Xiaofei Zhang, Xudong Kang, Jinping Wang, Jón Atli Benediktsson
Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Danfeng Liu, Jón Atli Benediktsson
A Class-Oriented Visualization Method for Hyperspectral Imagery. ICSAI (2019)
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Deep Learning for Hyperspectral Image Classification: An Overview. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Weiwei Song, Shutao Li, Jón Atli Benediktsson
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images. CoRR (2019)
Ting Hu, Xin Huang, Jiayi Li, Jón Atli Benediktsson, Jiansi Yang, Jianya Gong
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery. IGARSS (2019)
Leyuan Fang, Guangyun Liu, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
Hyperspectral Image Classification With Squeeze Multibias Network. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Mohammed Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jón Atli Benediktsson, Ayman El-Baz
Vegetation Cover Estimation Using Convolutional Neural Networks. IEEE Access 7 (2019)
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Deep Learning for Hyperspectral Image Classification: An Overview. CoRR (2019)
Zhiyong Lv, Guangfei Li, Yixiang Chen, Jón Atli Benediktsson
Novel Multi-Scale Filter Profile-Based Framework for VHR Remote Sensing Image Classification. Remote. Sens. 11 (18) (2019)
Zhiyong Lv, Tongfei Liu, Yiliang Wan, Jón Atli Benediktsson, Xiaokang Zhang
Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing Images. Remote. Sens. 10 (3) (2018)
Lin Zhu, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Xin Huang, Ting Hu, Jiayi Li, Qing Wang, Jón Atli Benediktsson
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Fadi Kizel, Jón Atli Benediktsson
Data Fusion of Spectral and Visible Images for Resolution Enhancement of Fraction Maps Through Neural Network and Spatial Statistical Features. WHISPERS (2018)
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Meijun Sun, Jón Atli Benediktsson
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Shutao Li, Qiaobo Hao, Xudong Kang, Jón Atli Benediktsson
Gaussian Pyramid Based Multiscale Feature Fusion for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Sushant Kulkarni, Senthilnath Jayavelu, Jón Atli Benediktsson
Classification of Multi-Spectral Satellite Image Using Hierarchical Clustering Algorithms. SSCI (2018)
Xudong Kang, Puhong Duan, Shutao Li, Jón Atli Benediktsson
Decolorization-Based Hyperspectral Image Visualization. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging. Pattern Recognit. 77 (2018)
Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Höfle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jón Atli Benediktsson
Multisource and Multitemporal Data Fusion in Remote Sensing. CoRR (2018)
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
Contextual Online Dictionary Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Fadi Kizel, Jón Atli Benediktsson, Lorenzo Bruzzone, Gro B. M. Pedersen, Olga K. Vilmundardottir, Nicola Falco
Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (6) (2018)
Zhiyong Lv, Wenzhong Shi, Xiaokang Zhang, Jón Atli Benediktsson
Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (5) (2018)
Guoqing Cui, Zhiyong Lv, Guangfei Li, Jón Atli Benediktsson, Yudong Lu
Refining Land Cover Classification Maps Based on Dual-Adaptive Majority Voting Strategy for Very High Resolution Remote Sensing Images. Remote. Sens. 10 (8) (2018)
Xudong Kang, Puhong Duan, Xuanlin Xiang, Shutao Li, Jón Atli Benediktsson
Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Zhiyong Lv, Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Yixiang Chen
Land Cover Change Detection Based on Adaptive Contextual Information Using Bi-Temporal Remote Sensing Images. Remote. Sens. 10 (6) (2018)
Puhong Duan, Xudong Kang, Shutao Li, Jón Atli Benediktsson
Multi-Scale Structure Extraction for Hyperspectral Image Classification. IGARSS (2018)
Zhiyong Lv, Tongfei Liu, Jón Atli Benediktsson, Tao Lei, Yiliang Wan
Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal Very-High-Resolution Remote Sensing Images. Remote. Sens. 10 (11) (2018)
Xudong Kang, Yufan Huang, Shutao Li, Hui Lin, Jón Atli Benediktsson
Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Zhihong Huang, Shutao Li, Leyuan Fang, Huali Li, Jón Atli Benediktsson
Hyperspectral Image Denoising With Group Sparse and Low-Rank Tensor Decomposition. IEEE Access 6 (2018)
Leyuan Fang, Nanjun He, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
Extinction Profiles Fusion for Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson
Automatic Attribute Profiles. IEEE Trans. Image Process. 26 (4) (2017)
Zhijing Ye, Hong Li, Yalong Song, Jón Atli Benediktsson, Yuan Yan Tang
Hyperspectral Image Classification Using Principal Components-Based Smooth Ordering and Multiple 1-D Interpolation. IEEE Trans. Geosci. Remote. Sens. 55 (2) (2017)
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot
Hyperspectral Image Classification With Rotation Random Forest Via KPCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Leyuan Fang, Cheng Wang, Shutao Li, Jón Atli Benediktsson
Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation. IEEE Trans. Instrum. Meas. 66 (7) (2017)
Zhiyong Lv, Penglin Zhang, Jón Atli Benediktsson
Automatic Object-Oriented, Spectral-Spatial Feature Extraction Driven by Tobler's First Law of Geography for Very High Resolution Aerial Imagery Classification. Remote. Sens. 9 (3) (2017)
Gaspar Cano, José García Rodríguez, Alberto Garcia-Garcia, Horacio Pérez Sánchez, Jón Atli Benediktsson, Anil Thapa, Alastair Barr
Automatic selection of molecular descriptors using random forest: Application to drug discovery. Expert Syst. Appl. 72 (2017)
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)

Jón Atli Benediktsson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jón Atli Benediktsson