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ORCIDJón Atli Benediktsson
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- affiliation: University of Iceland, Reykjavík, Iceland
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2020 – today
- 2023
[j213]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): 87 (2023)- [j212]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): 3205 (2023) - [j211]Jón Atli Benediktsson, Melba M. Crawford, John P. Kerekes, Jie Shan:
Foreword. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 866-867 (2023) - [j210]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: 1-13 (2023) - [j209]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: 1-12 (2023) - [j208]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: 1-9 (2023) - 2022
- [j207]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: 1-5 (2022) - [j206]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: 1-5 (2022) - [j205]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: 1-5 (2022) - [j204]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: 1-5 (2022) - [j203]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: 1-5 (2022) - [j202]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): 1976-1991 (2022) - [j201]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): 2074 (2022) - [j200]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): 2921 (2022) - [j199]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: 4180-4193 (2022) - [j198]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: 1-12 (2022) - [j197]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: 1-11 (2022) - [j196]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: 1-12 (2022) - [j195]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: 1-14 (2022) - [i9]Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson:
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval. CoRR abs/2201.05772 (2022) - [i8]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 abs/2205.06697 (2022) - 2021
- [j194]J. Senthilnath, Sushant Kulkarni, Suresh Sundaram, Xin-She Yang, Jón Atli Benediktsson:
FPA clust: evaluation of the flower pollination algorithm for data clustering. Evol. Intell. 14(3): 1189-1199 (2021) - [j193]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): 1284-1287 (2021) - [j192]Jón Atli Benediktsson, Zebin Wu:
Distributed Computing for Remotely Sensed Data Processing. Proc. IEEE 109(8): 1278-1281 (2021) - [j191]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: 10199-10212 (2021) - [j190]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): 3588-3601 (2021) - [j189]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): 139-150 (2021) - [j188]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): 7680-7694 (2021) - [j187]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): 9661-9672 (2021) - [j186]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): 10266-10285 (2021) - [c146]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: 1571-1574 - 2020
- [j185]Behnood Rasti, Pedram Ghamisi, Jón Atli Benediktsson:
Hyperspectral Mixed Gaussian and Sparse Noise Reduction. IEEE Geosci. Remote. Sens. Lett. 17(3): 474-478 (2020) - [j184]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): 245 (2020) - [j183]Fadi Kizel, Jón Atli Benediktsson:
Spatially Enhanced Spectral Unmixing Through Data Fusion of Spectral and Visible Images from Different Sensors. Remote. Sens. 12(8): 1255 (2020) - [j182]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: 4575-4584 (2020) - [j181]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): 841-851 (2020) - [j180]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): 6524-6533 (2020) - [i7]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 abs/2003.02822 (2020)
2010 – 2019
- 2019
- [j179]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: 34425-34437 (2019) - [j178]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: 132563-132576 (2019) - [j177]Pedram Ghamisi, Behnood Rasti, Jón Atli Benediktsson:
Multisensor Composite Kernels Based on Extreme Learning Machines. IEEE Geosci. Remote. Sens. Lett. 16(2): 196-200 (2019) - [j176]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): 2294-2301 (2019) - [j175]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): 2306-2307 (2019) - [j174]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): 223 (2019) - [j173]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): 1903 (2019) - [j172]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): 2153 (2019) - [j171]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): 3056 (2019) - [j170]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): 1291-1301 (2019) - [j169]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): 3933-3951 (2019) - [j168]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): 5085-5097 (2019) - [j167]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): 6690-6709 (2019) - [j166]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): 7048-7066 (2019) - [j165]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): 9554-9574 (2019) - [j164]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): 10336-10349 (2019) - [c145]Danfeng Liu, Jón Atli Benediktsson:
A Class-Oriented Visualization Method for Hyperspectral Imagery. ICSAI 2019: 1357-1361 - [c144]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: 1104-1107 - [c143]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: 2423-2426 - [i6]Weiwei Song, Shutao Li, Jón Atli Benediktsson:
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images. CoRR abs/1909.04614 (2019) - [i5]Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson:
Deep Learning for Hyperspectral Image Classification: An Overview. CoRR abs/1910.12861 (2019) - 2018
- [j163]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: 1380-1390 (2018) - [j162]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: 316-328 (2018) - [j161]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): 472 (2018) - [j160]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): 901 (2018) - [j159]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): 1238 (2018) - [j158]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): 1809 (2018) - [j157]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): 1520-1532 (2018) - [j156]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): 2047-2058 (2018) - [j155]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): 3312-3324 (2018) - [j154]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): 867-876 (2018) - [j153]Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson:
Contextual Online Dictionary Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(3): 1336-1347 (2018) - [j152]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): 1803-1815 (2018) - [j151]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): 4258-4273 (2018) - [j150]Xudong Kang, Puhong Duan, Shutao Li, Jón Atli Benediktsson:
Decolorization-Based Hyperspectral Image Visualization. IEEE Trans. Geosci. Remote. Sens. 56(8): 4346-4360 (2018) - [j149]Lin Zhu, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson:
Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(9): 5046-5063 (2018) - [j148]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): 5673-5686 (2018) - [j147]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): 6263-6279 (2018) - [c142]Puhong Duan, Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Multi-Scale Structure Extraction for Hyperspectral Image Classification. IGARSS 2018: 5724-5727 - [c141]Sushant Kulkarni, Senthilnath Jayavelu, Jón Atli Benediktsson:
Classification of Multi-Spectral Satellite Image Using Hierarchical Clustering Algorithms. SSCI 2018: 1664-1669 - [c140]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: 1-5 - [e4]Jón Atli Benediktsson, Falko Dressler:
Proceedings of the 5th ACM International Conference on Nanoscale Computing and Communication, NANOCOM 2018, Reykjavik, Iceland, September 05-07, 2018. ACM 2018 [contents] - [i4]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 abs/1812.08287 (2018) - 2017
- [j146]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: 151-159 (2017) - [j145]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): 324-328 (2017) - [j144]Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza:
Spatial technology and social media in remote sensing: challenges and opportunities [point of view]. Proc. IEEE 105(9): 1583-1585 (2017) - [j143]Antonio Plaza, Jón Atli Benediktsson, Jun Li, Tao Yang, Bing Zhang:
Spatial Technology and Social Media [Scanningthe Issue]. Proc. IEEE 105(10): 1851-1854 (2017) - [j142]Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza:
Spatial Technology and Social Media in Remote Sensing: A Survey. Proc. IEEE 105(10): 1855-1864 (2017) - [j141]Mingmin Chi, Zhongyi Sun, Yiqing Qin, Jinsheng Shen, Jón Atli Benediktsson:
A Novel Methodology to Label Urban Remote Sensing Images Based on Location-Based Social Media Photos. Proc. IEEE 105(10): 1926-1936 (2017) - [j140]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): 285 (2017) - [j139]Zhiyong Lv, Wenzhong Shi, XiaoCheng Zhou, Jón Atli Benediktsson:
Semi-Automatic System for Land Cover Change Detection Using Bi-Temporal Remote Sensing Images. Remote. Sens. 9(11): 1112 (2017) - [j138]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): 1601-1609 (2017) - [j137]Tong Qiao, Jinchang Ren, Zheng Wang, Jaime Zabalza, Meijun Sun, Huimin Zhao, Shutao Li, Jón Atli Benediktsson, Qingyun Dai, Stephen Marshall:
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis. IEEE Trans. Geosci. Remote. Sens. 55(1): 119-133 (2017) - [j136]Bin Sun, Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(1): 212-222 (2017) - [j135]Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson:
Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 55(2): 671-682 (2017) - [j134]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): 1199-1209 (2017) - [j133]Ting Lu, Shutao Li, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson:
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(8): 4398-4411 (2017) - [j132]Fadi Kizel, Maxim Shoshany, Nathan S. Netanyahu, Gilad Even-Tzur, Jón Atli Benediktsson:
A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization. IEEE Trans. Geosci. Remote. Sens. 55(9): 4925-4943 (2017) - [j131]Xudong Kang, Xiangping Zhang, Shutao Li, Kenli Li, Jun Li, Jón Atli Benediktsson:
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters. IEEE Trans. Geosci. Remote. Sens. 55(10): 5600-5611 (2017) - [j130]Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jón Atli Benediktsson:
Multiple Kernel Learning for Hyperspectral Image Classification: A Review. IEEE Trans. Geosci. Remote. Sens. 55(11): 6547-6565 (2017) - [j129]Xudong Kang, Xuanlin Xiang, Shutao Li, Jón Atli Benediktsson:
PCA-Based Edge-Preserving Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 7140-7151 (2017) - [j128]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): 1646-1657 (2017) - [j127]Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson:
Automatic Attribute Profiles. IEEE Trans. Image Process. 26(4): 1859-1872 (2017) - [c139]Gabriele Cavallaro, Mauro Dalla Mura, Morris Riedel, Jón Atli Benediktsson:
Tree-based supervised feature extraction method based on self-dual attribute profiles. IGARSS 2017: 775-778 - [c138]Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson:
Multiple composite kernel learning for hyperspectral image classification. IGARSS 2017: 2223-2226 - [c137]