Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies
if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the
same subfield and year (this is the minimum needed to enter the top 1%, not the average
within it), or reaches the top citation threshold in at least one of its specific research
topics.
Random Forests for land cover classification
20051.8k citationsJón Atli Benediktsson et al.profile →
Recent advances in techniques for hyperspectral image processing
20091.3k citationsJón Atli Benediktsson, Lorenzo Bruzzone et al.profile →
Classification of hyperspectral data from urban areas based on extended morphological profiles
20051.2k citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Advances in Spectral-Spatial Classification of Hyperspectral Images
20121.0k citationsJón Atli Benediktsson et al.profile →
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
2007769 citationsJocelyn Chanussot, Jón Atli Benediktsson et al.profile →
Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data
1990716 citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
A new approach for the morphological segmentation of high-resolution satellite imagery
2001656 citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images
2010629 citationsJocelyn Chanussot, Jón Atli Benediktsson et al.IEEE Geoscience and Remote Sensing Lettersprofile →
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
2003607 citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering
2013599 citationsShutao Li, Jón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Generative Adversarial Networks for Hyperspectral Image Classification
2018597 citationsLin Zhu, Yushi Chen et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Morphological Attribute Profiles for the Analysis of Very High Resolution Images
2010584 citationsJón Atli Benediktsson, Lorenzo Bruzzone et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods
2013574 citationsLorenzo Bruzzone, Jón Atli Benediktsson et al.profile →
Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques
2009555 citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
SpectralGPT: Spectral Remote Sensing Foundation Model
2024467 citationsDanfeng Hong, Naoto Yokoya et al.profile →
Segmentation and classification of hyperspectral images using watershed transformation
2010441 citationsJocelyn Chanussot, Jón Atli Benediktsson et al.profile →
Generalized Composite Kernel Framework for Hyperspectral Image Classification
2013420 citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art
2019418 citationsPedram Ghamisi, Richard Gloaguen et al.IEEE Geoscience and Remote Sensing Magazineprofile →
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters
2017377 citationsShutao Li, Jón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Big Data for Remote Sensing: Challenges and Opportunities
2016376 citationsMingmin Chi, Jón Atli Benediktsson et al.profile →
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis
2010362 citationsJón Atli Benediktsson, Jocelyn Chanussot et al.IEEE Geoscience and Remote Sensing Lettersprofile →
Hyperspectral Image Classification With Independent Component Discriminant Analysis
2011354 citationsJón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization
2014353 citationsPedram Ghamisi, Jón Atli BenediktssonIEEE Geoscience and Remote Sensing Lettersprofile →
Classification of Hyperspectral Images by Exploiting Spectral–Spatial Information of Superpixel via Multiple Kernels
2015318 citationsLeyuan Fang, Shutao Li et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
PCA-Based Edge-Preserving Features for Hyperspectral Image Classification
2017314 citationsShutao Li, Jón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning
2018273 citationsPedram Ghamisi, Emmanuel Maggiori et al.IEEE Geoscience and Remote Sensing Magazineprofile →
Land Cover Change Detection Techniques: Very-high-resolution optical images: A review
2021172 citationsZhiyong Lv, Tongfei Liu et al.IEEE Geoscience and Remote Sensing Magazineprofile →
Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions
2021168 citationsFrancesca Bovolo, Jón Atli Benediktsson et al.IEEE Geoscience and Remote Sensing Magazineprofile →
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective
2022149 citationsZhiyong Lv, Jón Atli Benediktsson et al.profile →
Spatial–Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images
2022119 citationsZhiyong Lv, Jón Atli Benediktsson et al.IEEE Transactions on Geoscience and Remote Sensingprofile →
Multimodal artificial intelligence foundation models: Unleashing the power of remote sensing big data in earth observation
202465 citationsDanfeng Hong, Naoto Yokoya et al.profile →
Peers — A (Enhanced Table)
Peers by citation overlap · career bar shows stage (early→late)
cites ·
hero ref
Countries citing papers authored by Jón Atli Benediktsson
Since
Specialization
Citations
This map shows the geographic impact of Jón Atli Benediktsson's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jón Atli Benediktsson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jón Atli Benediktsson more than expected).
Fields of papers citing papers by Jón Atli Benediktsson
This network shows the impact of papers produced by Jón Atli Benediktsson. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jón Atli Benediktsson. The network helps show where Jón Atli Benediktsson may publish in the future.
Co-authorship network of co-authors of Jón Atli Benediktsson
This figure shows the co-authorship network connecting the top 25 collaborators of Jón Atli Benediktsson.
A scholar is included among the top collaborators of Jón Atli Benediktsson based on the total number of
citations received by their joint publications. Widths of edges
represent the number of papers authors have co-authored together.
Node borders
signify the number of papers an author published with Jón Atli Benediktsson. Jón Atli Benediktsson is excluded from
the visualization to improve readability, since they are connected to all nodes in the network.
Ghamisi, Pedram, Richard Gloaguen, Peter M. Atkinson, et al.. (2019). Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art. IEEE Geoscience and Remote Sensing Magazine. 7(1). 6–39.418 indexed citations breakdown →
10.
Yang, Zhijing, Jinchang Ren, Bingo Wing‐Kuen Ling, et al.. (2018). Sparse representation-based augmented multinomial logistic extreme learning machine with weighted composite features for spectral-spatial classification of hyperspectral images. Strathprints: The University of Strathclyde institutional repository (University of Strathclyde).28 indexed citations
Ghamisi, Pedram, Emmanuel Maggiori, Shutao Li, et al.. (2018). 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. 6(3). 10–43.273 indexed citations breakdown →
Hardarson, Sveinn Hákon, Ólöf Birna Ólafsdóttir, Robert Arnar Karlsson, et al.. (2009). Retinal Vessel Oxygen Saturation in Patients With Diabetic Retinopathy. Investigative Ophthalmology & Visual Science. 50(13). 1328–1328.1 indexed citations
20.
Hardarson, Sveinn Hákon, Robert Arnar Karlsson, Þór Eysteinsson, et al.. (2008). Retinal Oxygenation After Laser Photocoagulation in Patients With Proliferative Diabetic Retinopathy. Investigative Ophthalmology & Visual Science. 49(13). 5366–5366.1 indexed citations
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive
bibliographic database. While OpenAlex provides broad and valuable coverage of the global
research landscape, it—like all bibliographic datasets—has inherent limitations. These include
incomplete records, variations in author disambiguation, differences in journal indexing, and
delays in data updates. As a result, some metrics and network relationships displayed in
Rankless may not fully capture the entirety of a scholar's output or impact.