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ORCIDJón Atli Benediktsson
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- affiliation: University of Iceland, Reykjavík, Iceland
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2020 – today
- 2024
[j226]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: 1-5 (2024)- [j225]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): 5227-5244 (2024) - [j224]Danfeng Liu, Enyuan Wang, Liguo Wang, Jón Atli Benediktsson, Jianyu Wang, Lei Deng:
Pansharpening Based on Multimodal Texture Correction and Adaptive Edge Detail Fusion. Remote. Sens. 16(16): 2941 (2024) - [j223]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: 1-13 (2024) - [j222]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: 1-14 (2024) - [j221]Xiuyi Zhao, Jón Atli Benediktsson, Ying Yang, Kun-Shan Chen, Magnús Örn Úlfarsson:
Exploring Transformer-Based Direction-of-Arrival Estimation Over Sea Surface: A BERT Approach With Physics-Based Loss Function. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j220]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): 2560-2574 (2024) - [j219]Zhiyong Lv, Haitao Huang, Weiwei Sun, Meng Jia, Jón Atli Benediktsson, Fengrui Chen:
Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15128-15141 (2024) - [i12]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 abs/2402.09167 (2024) - [i11]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 abs/2407.10485 (2024) - 2023
- [j218]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: 1-5 (2023) - [j217]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): 1464-1501 (2023) - [j216]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) - [j215]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) - [j214]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): 3490 (2023) - [j213]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) - [j212]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: 1-15 (2023) - [j211]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) - [j210]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: 1-11 (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) - [i10]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 Foundation Model. CoRR abs/2311.07113 (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, K. Harikumar, 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]Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson:
Hyperspectral images classification by fusing extinction profiles feature. IGARSS 2017: 2267-2270 - [c136]Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Hyperspectral image classification: A benchmark. IGARSS 2017: 3632-3639 - [c135]Ting Lu, Shutao Li, Jón Atli Benediktsson:
Iterative clustering based active learning for hyperspectral image classification. IGARSS 2017: 3664-3667 - [c134]Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson:
Spectral-spatial online dictionary learning for hyperspectral image classification. IGARSS 2017: 3724-3727 - [c133]Fadi Kizel, Lorenzo Bruzzone, Jón Atli Benediktsson:
Simultaneous empirical line calibration of multiple spectral images. IGARSS 2017: 4185-4188 - [i3]Pedram Ghamisi, Gabriele Cavallaro, Dan Wu, Jón Atli Benediktsson, Antonio Plaza:
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study. CoRR abs/1707.02642 (2017) - 2016
- [j126]Zhijing Ye, Hong Li, Yalong Song, Jianzhong Wang, Jón Atli Benediktsson:
A novel semi-supervised learning framework for hyperspectral image classification. Int. J. Wavelets Multiresolution Inf. Process. 14(2): 1640005:1-1640005:17 (2016) - [j125]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du:
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(4): 584-588 (2016) - [j124]J. Senthilnath, Sushant Kulkarni, Jón Atli Benediktsson, Xin-She Yang:
A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm. IEEE Geosci. Remote. Sens. Lett. 13(4): 599-603 (2016) - [j123]Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Letícia Rittner, Roberto A. Lotufo, Xiao Xiang Zhu:
Hyperspectral Data Classification Using Extended Extinction Profiles. IEEE Geosci. Remote. Sens. Lett. 13(11): 1641-1645 (2016) - [j122]Simon Haykin, Volker Tresp, Jón Atli Benediktsson:
Big Data: Practical Applications [Scanning the Issue]. Proc. IEEE 104(11): 2082-2084 (2016) - [j121]Mingmin Chi, Antonio Plaza, Jón Atli Benediktsson, Zhongyi Sun, Jinsheng Shen, Yangyong Zhu:
Big Data for Remote Sensing: Challenges and Opportunities. Proc. IEEE 104(11): 2207-2219 (2016) - [j120]Haoyang Yu, Lianru Gao, Jun Li, Shan Shan Li, Bing Zhang, Jón Atli Benediktsson:
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields. Remote. Sens. 8(4): 355 (2016) - [j119]Zhiyong Lv, Haiqing He, Jón Atli Benediktsson, Hong Huang:
A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery. Remote. Sens. 8(10): 814 (2016) - [j118]Zhiyong Lv, Wenzhong Shi, Jón Atli Benediktsson, Xiaojuan Ning:
Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution. Remote. Sens. 8(12): 1023 (2016) - [j117]Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jón Atli Benediktsson:
Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 556-567 (2016) - [j116]Md. Ali Hossain, Xiuping Jia, Jón Atli Benediktsson:
One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1606-1612 (2016) - [j115]Xin Huang, Xiaopeng Han, Liangpei Zhang, Jianya Gong, Wenzhi Liao, Jón Atli Benediktsson:
Generalized Differential Morphological Profiles for Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1736-1751 (2016) - [j114]Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2255-2269 (2016) - [j113]Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson:
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4129-4141 (2016) - [j112]Ting Lu, Shutao Li, Leyuan Fang, Yi Ma, Jón Atli Benediktsson:
Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 54(1): 373-385 (2016) - [j111]Dawei Wen, Xin Huang, Liangpei Zhang, Jón Atli Benediktsson:
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation. IEEE Trans. Geosci. Remote. Sens. 54(1): 609-625 (2016) - [j110]Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis. IEEE Trans. Geosci. Remote. Sens. 54(3): 1247-1259 (2016) - [j109]Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot:
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(6): 3235-3247 (2016) - [j108]Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson:
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(6): 3248-3264 (2016) - [j107]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Antonio J. Plaza:
Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes. IEEE Trans. Geosci. Remote. Sens. 54(7): 3899-3911 (2016) - [j106]Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Xiao Xiang Zhu, Letícia Rittner, Roberto A. Lotufo:
Extinction Profiles for the Classification of Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 54(10): 5631-5645 (2016) - [j105]Ting Lu, Shutao Li, Leyuan Fang, Lorenzo Bruzzone, Jón Atli Benediktsson:
Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54(12): 7122-7134 (2016) - [j104]Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot:
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7351-7365 (2016) - [j103]Shutao Li, Ting Lu, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson:
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7416-7430 (2016) - [c132]Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson:
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis. IGARSS 2016: 3374-3377 - [c131]Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson:
Region-based classification of remote sensing images with the morphological tree of shapes. IGARSS 2016: 5087-5090 - [c130]Pedram Ghamisi, Roberto Souza, Letícia Rittner, Jón Atli Benediktsson, Roberto A. Lotufo, Xiao Xiang Zhu:
Extinction profiles: A novel approach for the analysis of remote sensing data. IGARSS 2016: 5122-5125 - [c129]Zhongyi Sun, Mingmin Chi, Jón Atli Benediktsson:
Computational Efficiency Active Learning for classification of hyperspectral images. IGARSS 2016: 5138-5140 - [c128]Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Xiao Xiang Zhu, Letícia Rittner, Roberto A. Lotufo:
Extended extinction profile for the classification of hyperspectral images. WHISPERS 2016: 1-4 - [p1]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson:
Analyzing Remote Sensing Images with Hierarchial Morphological Representations. Handbook of Pattern Recognition and Computer Vision 2016: 313-330 - 2015
- [j102]Pedram Ghamisi, Jón Atli Benediktsson:
Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization. IEEE Geosci. Remote. Sens. Lett. 12(2): 309-313 (2015) - [j101]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 12(8): 1690-1694 (2015) - [j100]Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson:
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. Proc. IEEE 103(9): 1585-1601 (2015) - [j99]Pedram Ghamisi, Abder-Rahman Ali, Micael S. Couceiro, Jón Atli Benediktsson:
A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2447-2456 (2015) - [j98]Eysteinn Már Sigurðsson, Antonio Plaza, Jón Atli Benediktsson:
GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2939-2949 (2015) - [j97]Pablo Quesada-Barriuso, Francisco Argüello, Dora B. Heras, Jón Atli Benediktsson:
Wavelet-Based Classification of Hyperspectral Images Using Extended Morphological Profiles on Graphics Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2962-2970 (2015) - [j96]Mingmin Chi, Antonio J. Plaza, Jón Atli Benediktsson, Bing Zhang, Bormin Huang:
Foreword to the Special Issue on Big Data in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4607-4609 (2015) - [j95]Gabriele Cavallaro, Morris Riedel, Matthias Richerzhagen, Jón Atli Benediktsson, Antonio Plaza:
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4634-4646 (2015) - [j94]Xudong Kang, Shutao Li, Leyuan Fang, Meixiu Li, Jón Atli Benediktsson:
Extended Random Walker-Based Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(1): 144-153 (2015) - [j93]Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza:
Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(3): 1592-1606 (2015) - [j92]Xudong Kang, Shutao Li, Leyuan Fang, Jón Atli Benediktsson:
Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(4): 2241-2253 (2015) - [j91]Pedram Ghamisi, Mauro Dalla Mura, Jón Atli Benediktsson:
A Survey on Spectral-Spatial Classification Techniques Based on Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(5): 2335-2353 (2015) - [j90]Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets. IEEE Trans. Geosci. Remote. Sens. 53(5): 2652-2663 (2015) - [j89]Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson:
A Novel Feature Selection Approach Based on FODPSO and SVM. IEEE Trans. Geosci. Remote. Sens. 53(5): 2935-2947 (2015) - [j88]Leyuan Fang, Shutao Li, Xudong Kang, Jón Atli Benediktsson:
Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model. IEEE Trans. Geosci. Remote. Sens. 53(8): 4186-4201 (2015) - [j87]Yanfeng Gu, Qingwang Wang, Xiuping Jia, Jón Atli Benediktsson:
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification. IEEE Trans. Geosci. Remote. Sens. 53(10): 5312-5326 (2015) - [j86]Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone:
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(11): 6223-6240 (2015) - [j85]Leyuan Fang, Shutao Li, Wuhui Duan, Jinchang Ren, Jón Atli Benediktsson:
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels. IEEE Trans. Geosci. Remote. Sens. 53(12): 6663-6674 (2015) - [c127]Markus Götz, Matthias Richerzhagen, Christian Bodenstein, Gabriele Cavallaro, Philipp Glock, Morris Riedel, Jón Atli Benediktsson:
On Scalable Data Mining Techniques for Earth Science. ICCS 2015: 2188-2197 - [c126]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Model based pansharpening method based on TV and MTF deblurring. IGARSS 2015: 33-36 - [c125]Danfeng Liu, Liguo Wang, Jón Atli Benediktsson:
An interactive color visualization method with multi-image fusion for hyperspectral imagery. IGARSS 2015: 1088-1091 - [c124]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
MTF-deblurring preprocessing for CS and MRA pansharpening methods. IGARSS 2015: 1104-1107 - [c123]Xudong Kang, Shutao Li, Leyuan Fang, Jón Atli Benediktsson:
High resolution visible image completion of urban region using corresponding hyperspectral image. IGARSS 2015: 1155-1158 - [c122]Gabriele Cavallaro, Morris Riedel, Christian Bodenstein, Philipp Glock, Matthias Richerzhagen, Markus Götz, Jón Atli Benediktsson:
Scalable developments for big data analytics in remote sensing. IGARSS 2015: 1366-1369 - [c121]Tuomas Häme, Teemu Mutanen, Yrjö Rauste, Oleg Antropov, Matthieu Molinier, Shaun Quegan, Euripidis Kantzas, Annikki Mäkelä, Francesco Minunno, Jón Atli Benediktsson, Nicola Falco, Kolbeinn Árnason, Rune Storvold, Jörg Haarpaintner, Vladimir Elsakov, Jussi Rasinmäki:
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state. IGARSS 2015: 2048-2051 - [c120]Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jón Atli Benediktsson, Stuart R. Phinn, Nicola Falco:
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia. IGARSS 2015: 2354-2357 - [c119]Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson:
Automatic morphological attribute profiles. IGARSS 2015: 2604-2607 - [c118]Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jón Atli Benediktsson:
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. ISMM 2015: 169-181 - [c117]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson:
Processing high resolution images of urban areas with self-dual attribute filters. JURSE 2015: 1-4 - [e3]Jón Atli Benediktsson, Jocelyn Chanussot, Laurent Najman, Hugues Talbot:
Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings. Lecture Notes in Computer Science 9082, Springer 2015, ISBN 978-3-319-18719-8 [contents] - 2014
- [j84]J. Senthilnath, Naveen P. Kalro, Jón Atli Benediktsson:
Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery. Appl. Math. Comput. 236: 546-564 (2014) - [j83]Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson:
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. IEEE Geosci. Remote. Sens. Lett. 11(1): 288-292 (2014) - [j82]Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jón Atli Benediktsson:
Integration of Segmentation Techniques for Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 11(1): 342-346 (2014) - [j81]Eysteinn Már Sigurðsson, Silvia Valero, Jón Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Einar Stefánsson:
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification. Pattern Recognit. Lett. 47: 164-171 (2014) - [j80]Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson:
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods. IEEE Signal Process. Mag. 31(1): 45-54 (2014) - [j79]Pedram Ghamisi, Jón Atli Benediktsson, Gabriele Cavallaro, Antonio Plaza:
Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2147-2160 (2014) - [j78]Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone:
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2183-2199 (2014) - [j77]Behnood Rasti, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2458-2467 (2014) - [j76]Zhiyong Lv, Penglin Zhang, Jón Atli Benediktsson, Wenzhong Shi:
Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4644-4652 (2014) - [j75]Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura:
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4653-4669 (2014) - [j74]Pedram Ghamisi, Micael S. Couceiro, Fernando Manuel Lourenço Martins, Jón Atli Benediktsson:
Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization. IEEE Trans. Geosci. Remote. Sens. 52(5): 2382-2394 (2014) - [j73]Pedram Ghamisi, Jón Atli Benediktsson, Magnus O. Ulfarsson:
Spectral-Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 52(5): 2565-2574 (2014) - [j72]Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Spectral-Spatial Hyperspectral Image Classification With Edge-Preserving Filtering. IEEE Trans. Geosci. Remote. Sens. 52(5): 2666-2677 (2014) - [j71]Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering. IEEE Trans. Geosci. Remote. Sens. 52(6): 3742-3752 (2014) - [j70]Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Pansharpening With Matting Model. IEEE Trans. Geosci. Remote. Sens. 52(8): 5088-5099 (2014) - [j69]Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot:
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 52(8): 5122-5136 (2014) - [j68]Pedram Ghamisi, Jón Atli Benediktsson, Johannes R. Sveinsson:
Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 52(9): 5771-5782 (2014) - [j67]Leyuan Fang, Shutao Li, Xudong Kang, Jón Atli Benediktsson:
Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 52(12): 7738-7749 (2014) - [c116]Pedram Ghamisi, Jón Atli Benediktsson, Stuart R. Phinn:
Fusion of hyperspectral and LiDAR data in classification of urban areas. IGARSS 2014: 181-184 - [c115]Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A comparison of self-dual attribute profiles based on different filter rules for classification. IGARSS 2014: 1265-1268 - [c114]Gabriele Cavallaro, Morris Riedel, Jón Atli Benediktsson, Markus Götz, Tomas Runarsson, Kristjan Jonasson, Thomas Lippert:
Smart data analytics methods for remote sensing applications. IGARSS 2014: 1405-1408 - [c113]Xudong Kang, Shutao Li, Meixiu Li, Jón Atli Benediktsson:
Extended random walkers for hyperspectral image classification. IGARSS 2014: 1520-1523 - [c112]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Model based PCA/wavelet fusion of multispectral and hyperspectral images. IGARSS 2014: 1532-1535 - [c111]Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jón Atli Benediktsson:
Spectral-spatial hyperspectral classification via shape-adaptive sparse representation. IGARSS 2014: 3430-3433 - [c110]Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson:
An ICA based approach to hyperspectral image feature reduction. IGARSS 2014: 3470-3473 - [c109]Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias:
A new framework for hyperspectral image classification using multiple spectral and spatial features. IGARSS 2014: 4628-4631 - [c108]Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson:
FODSPO based feature selection for hyperspectral remote sensing data. WHISPERS 2014: 1-4 - [r2]Björn Waske, Jón Atli Benediktsson:
Decision Fusion, Classification of Multisource Data. Encyclopedia of Remote Sensing 2014: 140-144 - [r1]Björn Waske, Jón Atli Benediktsson:
Pattern Recognition and Classification. Encyclopedia of Remote Sensing 2014: 503-509 - 2013
- [j66]Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 10(2): 293-297 (2013) - [j65]Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone:
Change Detection in VHR Images Based on Morphological Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 10(3): 636-640 (2013) - [j64]Jón Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon:
Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]. Proc. IEEE 101(3): 566-569 (2013) - [j63]Gabriele Moser, Sebastiano B. Serpico, Jón Atli Benediktsson:
Land-Cover Mapping by Markov Modeling of Spatial-Contextual Information in Very-High-Resolution Remote Sensing Images. Proc. IEEE 101(3): 631-651 (2013) - [j62]Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton:
Advances in Spectral-Spatial Classification of Hyperspectral Images. Proc. IEEE 101(3): 652-675 (2013) - [j61]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa:
Parsimonious Mahalanobis kernel for the classification of high dimensional data. Pattern Recognit. 46(3): 845-854 (2013) - [j60]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten, R. Dambreville:
Unsupervised methods for the classification of hyperspectral images with low spatial resolution. Pattern Recognit. 46(6): 1556-1568 (2013) - [j59]Mathieu Fauvel, Benoit Arbelot, Jón Atli Benediktsson, David Sheeren, Jocelyn Chanussot:
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(1): 15-26 (2013) - [j58]Jiangfeng Bao, Mingmin Chi, Jón Atli Benediktsson:
Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 594-601 (2013) - [j57]Sergio Bernabé, Sergio Sánchez, Antonio Plaza, Sebastián López, Jón Atli Benediktsson, Roberto Sarmiento:
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1386-1398 (2013) - [j56]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms. IEEE Trans. Geosci. Remote. Sens. 51(6-2): 3514-3528 (2013) - [j55]Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Semisupervised Self-Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4032-4044 (2013) - [j54]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Generalized Composite Kernel Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(9): 4816-4829 (2013) - [j53]Olivier Eches, Jón Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret:
Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images. IEEE Trans. Image Process. 22(1): 5-16 (2013) - [c107]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Sparse representation of hyperspectral data using CUR matrix decomposition. IGARSS 2013: 433-436 - [c106]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Hyperspectral image denoising using a new linear model and Sparse Regularization. IGARSS 2013: 457-460 - [c105]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Pansharpening via sparsity optimization using overcomplete transforms. IGARSS 2013: 856-859 - [c104]Pedram Ghamisi, Jón Atli Benediktsson, Magnus O. Ulfarsson:
The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization. IGARSS 2013: 1107-1110 - [c103]Xudong Kang, Shutao Li, Jón Atli Benediktsson:
Pansharpening of remote sensing images with a matting model. IGARSS 2013: 1226-1229 - [c102]Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jón Atli Benediktsson:
Spectral-spatial classification based on integrated segmentation. IGARSS 2013: 1458-1461 - [c101]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Smooth spectral unmixing using total variation regularization and a first order roughness penalty. IGARSS 2013: 2160-2163 - [c100]Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson:
A comparative study of different ICA algorithms for hyperspectral image analysis. WHISPERS 2013: 1-4 - [i2]Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson:
Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods. CoRR abs/1310.5107 (2013) - 2012
- [j52]Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson, Nuno M. F. Ferreira:
An efficient method for segmentation of images based on fractional calculus and natural selection. Expert Syst. Appl. 39(16): 12407-12417 (2012) - [j51]Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson:
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46: 208-218 (2012) - [j50]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. IEEE J. Sel. Top. Signal Process. 6(7): 856-865 (2012) - [j49]Giulia Troglio, Jacqueline Le Moigne, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico:
Automatic Extraction of Ellipsoidal Features for Planetary Image Registration. IEEE Geosci. Remote. Sens. Lett. 9(1): 95-99 (2012) - [j48]Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jón Atli Benediktsson:
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles. IEEE Geosci. Remote. Sens. Lett. 9(3): 447-451 (2012) - [j47]Jón Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon:
Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]. Proc. IEEE 100(6): 1907-1910 (2012) - [j46]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
A spatial-spectral kernel-based approach for the classification of remote-sensing images. Pattern Recognit. 45(1): 381-392 (2012) - [j45]Giorgio A. Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, Jón Atli Benediktsson:
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 71-79 (2012) - [j44]Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot:
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 262-272 (2012) - [j43]Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanaes:
Classification of Pansharpened Urban Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 281-297 (2012) - [j42]Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson:
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach. IEEE Trans. Image Process. 21(4): 2008-2021 (2012) - [c99]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411 - [c98]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A novel supervised feature selection technique based on genetic algorithms. IGARSS 2012: 60-63 - [c97]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Hyperspectral image denoising using 3D wavelets. IGARSS 2012: 1349-1352 - [c96]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter. IGARSS 2012: 2160-2163 - [c95]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
A new pansharpening method using an explicit image formation model regularized via Total Variation. IGARSS 2012: 2288-2291 - [c94]Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jón Atli Benediktsson:
Hedges detection using local directional features and support vector data description. IGARSS 2012: 2320-2323 - [c93]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
A smooth hyperspectral unmixing method using cyclic descent. IGARSS 2012: 3082-3085 - [c92]Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jón Atli Benediktsson:
Classification of hyperspectral images based on weighted DMPS. IGARSS 2012: 4154-4157 - [c91]Mingmin Chi, Jiangfeng Bao, Xintao Chen, Jón Atli Benediktsson:
Input-output-consistent domain adaptation algorithm for remote sensing data classification. IGARSS 2012: 4343-4346 - [c90]Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson:
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. IGARSS 2012: 6769-6772 - [c89]Gabriele Moser, Sebastiano B. Serpico, Jón Atli Benediktsson:
Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images. TyWRRS 2012: 235-242 - [c88]Jiangfeng Bao, Mingmin Chi, Jón Atli Benediktsson:
Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation. WHISPERS 2012: 1-4 - [i1]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data. CoRR abs/1206.4481 (2012) - 2011
- [j41]Gustavo Camps-Valls, Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot:
Introduction to the Issue on Advances in Remote Sensing Image Processing. IEEE J. Sel. Top. Signal Process. 5(3): 365-369 (2011) - [j40]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten:
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. IEEE J. Sel. Top. Signal Process. 5(3): 521-533 (2011) - [j39]Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone:
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. IEEE Geosci. Remote. Sens. Lett. 8(3): 542-546 (2011) - [j38]Yang-Lang Chang, Kun-Shan Chen, Bormin Huang, Wen-Yen Chang, Jón Atli Benediktsson, Lena Chang:
A Parallel Simulated Annealing Approach to Band Selection for High-Dimensional Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 579-590 (2011) - [j37]Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten:
Hyperspectral Image Classification With Independent Component Discriminant Analysis. IEEE Trans. Geosci. Remote. Sens. 49(12): 4865-4876 (2011) - [c87]Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot:
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery. ICASSP 2011: 1089-1092 - [c86]Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson:
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. ICIP 2011: 1265-1268 - [c85]Jón Atli Benediktsson:
Greetings from GRSS president. IGARSS 2011 - [c84]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten:
Unsupervised classification and spectral unmixing for sub-pixel labelling. IGARSS 2011: 71-74 - [c83]Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson:
Hyperspectral change detection using IR-MAD and feature reduction. IGARSS 2011: 98-101 - [c82]Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A general approach to the spatial simplification of remote sensing images based on morphological connected filters. IGARSS 2011: 1239-1242 - [c81]Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson:
Urban area product simulation for the EnMap hyperspectral sensor. IGARSS 2011: 1259-1262 - [c80]Mingmin Chi, Jun Liu, Jiangfeng Bao, Jón Atli Benediktsson:
Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information. IGARSS 2011: 1700-1703 - [c79]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Mahalanobis kernel based on probabilistic principal component. IGARSS 2011: 3907-3910 - [c78]Stijn Peeters, Prashanth Reddy Marpu, Jón Atli Benediktsson, Mauro Dalla Mura:
Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques. IGARSS 2011: 4453-4456 - [c77]Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero:
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. ISMM 2011: 306-319 - [c76]Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Self-dual Attribute Profiles for the Analysis of Remote Sensing Images. ISMM 2011: 320-330 - [c75]Olivier Eches, Jón Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret:
Joint spectral classification and unmixing using adaptative pixel neighborhoods. WHISPERS 2011: 1-4 - [c74]Giorgio Licciardi, Prashanth Reddy Marpu, Jón Atli Benediktsson, Jocelyn Chanussot:
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification. WHISPERS 2011: 1-4 - [c73]Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson:
Hyperspectral change detection with IR-MAD and initial change mask. WHISPERS 2011: 1-4 - 2010
- [j36]Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 7(4): 736-740 (2010) - [j35]Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson:
Segmentation and classification of hyperspectral images using watershed transformation. Pattern Recognit. 43(7): 2367-2379 (2010) - [j34]Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske:
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. Pattern Recognit. Lett. 31(10): 1120-1127 (2010) - [j33]Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert:
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48(7): 2880-2889 (2010) - [j32]Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone:
Morphological Attribute Profiles for the Analysis of Very High Resolution Images. IEEE Trans. Geosci. Remote. Sens. 48(10): 3747-3762 (2010) - [j31]Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton:
Multiple Spectral-Spatial Classification Approach for Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48(11): 4122-4132 (2010) - [j30]Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson:
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers. IEEE Trans. Syst. Man Cybern. Part B 40(5): 1267-1279 (2010) - [c72]Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques. IGARSS 2010: 76-79 - [c71]Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs:
Image fusion for classification of high resolution images based on mathematical morphology. IGARSS 2010: 492-495 - [c70]Giulia Troglio, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico:
Crater detection based on marked point processes. IGARSS 2010: 1378-1381 - [c69]Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton:
A multiple classifier approach for spectral-spatial classification of hyperspectral data. IGARSS 2010: 1410-1413 - [c68]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten:
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. IGARSS 2010: 2003-2006 - [c67]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Mahalanobis kernel for the classification of hyperspectral images. IGARSS 2010: 3724-3727 - [c66]Giulia Troglio, Marina Alberti, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson:
Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach. MCS 2010: 94-103 - [c65]Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone:
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis. WHISPERS 2010: 1-4 - [c64]Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten:
Independent Component Discriminant Analysis for hyperspectral image classification. WHISPERS 2010: 1-4 - [e2]Jón Atli Benediktsson, Jocelyn Chanussot, Björn Waske:
2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010, Reykjavik, Iceland, 14-16, June, 2010. IEEE 2010 [contents]
2000 – 2009
- 2009
- [j29]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas. EURASIP J. Adv. Signal Process. 2009 (2009) - [j28]Mingmin Chi, Qian Kun, Jón Atli Benediktsson, Rui Feng:
Ensemble Classification Algorithm for Hyperspectral Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 6(4): 762-766 (2009) - [j27]Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot:
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques. IEEE Trans. Geosci. Remote. Sens. 47(8-2): 2973-2987 (2009) - [c63]Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske:
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. ICIP 2009: 3725-3728 - [c62]