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Jón Atli Benediktsson

Purdue University West Lafayette · US
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Area of research
Media Technology · Atmospheric Science
Research interest
Research interests include Computer science, Hyperspectral imaging, Remote sensing, Artificial intelligence, Change detection, and Pattern recognition (psychology).
h-index
citations
3,418
works
22
NIH funding
primary concept
email

Recent publications

Land cover change detection with hyperspectral remote sensing images: A survey
Information Fusion 2025cited by 12position: middledoi
Novel Adaptive Region Spectral–Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery
IEEE Transactions on Geoscience and Remote Sensing 2023cited by 82position: middledoi
Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network
IEEE Transactions on Neural Networks and Learning Systems 2023cited by 77position: middledoi
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images
IEEE Transactions on Geoscience and Remote Sensing 2023cited by 72position: middledoi
Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing 2023cited by 69position: middledoi
Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image
IEEE Geoscience and Remote Sensing Letters 2023cited by 63position: middledoi
Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images
IEEE Transactions on Geoscience and Remote Sensing 2023cited by 38position: middledoi
Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery
IEEE Geoscience and Remote Sensing Letters 2023cited by 20position: middledoi
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective
Proceedings of the IEEE 2022cited by 199position: middledoi
Spatial–Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing 2022cited by 143position: middledoi
Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity
IEEE Transactions on Geoscience and Remote Sensing 2022cited by 29position: lastdoi
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021cited by 24position: middledoi
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures
IEEE Transactions on Cybernetics 2020cited by 93position: middledoi
Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art
IEEE Geoscience and Remote Sensing Magazine 2019cited by 563position: middledoi
Remotely sensed big data: evolution in model development for information extraction [point of view]
Proceedings of the IEEE 2019cited by 93position: middledoi
New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning
IEEE Geoscience and Remote Sensing Magazine 2018cited by 322position: lastdoi
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters
IEEE Transactions on Geoscience and Remote Sensing 2017cited by 452position: lastdoi
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective
IEEE Geoscience and Remote Sensing Letters 2017cited by 70position: middledoi
Big Data for Remote Sensing: Challenges and Opportunities
Proceedings of the IEEE 2016cited by 561position: middledoi
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields
Remote Sensing 2016cited by 79position: lastdoi
Multiple Feature Learning for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing 2014cited by 314position: middledoi
Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2013cited by 43position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Zhiyong Lv · Zhengzhou University12 papers (2021–2025)Weiwei Sun · Nanchang University12 papers (2021–2025)Tao Lei · Beijing Institute of Technology7 papers (2022–2025)Antonio Plaza · Universidad de Extremadura5 papers (2014–2020)Mingmin Chi · Fudan University5 papers (2013–2019)Jun Li · China University of Geosciences5 papers (2014–2020)Nicola Falco · Lawrence Berkeley National Laboratory4 papers (2021–2023) · 3 papers (2022–2023)Pengfei Zhang · Wannan Medical College3 papers (2023–2023) · 3 papers (2021–2022)Junhuai Li · Xi'an University of Science and Technology2 papers (2023–2023)Shutao Li · Jinan University2 papers (2017–2018)Pedram Ghamisi · University of Antwerp2 papers (2018–2019)Ming Zhang · University of Kansas2 papers (2023–2025) · 2 papers (2021–2022) · 1 papers (2025–2025) · 1 papers (2018–2018) · 1 papers (2019–2019)Xiangping Zhang · Nanchang University1 papers (2017–2017)Katharina Anders · Heidelberg University1 papers (2019–2019)
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