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Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification

https://doi.org/10.1109/tgrs.2022.3166817
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1 of 40 checkable references need attention · checked 2026-07-25

At the dated check, the references listed below either did not resolve in Crossref or DataCite, or carried a retraction notice. Each one is shown with the registry record that put it there.

7 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

References needing attention

does not resolve to a known work10.5555/2946645.2946704
The 39 checked references that resolve
resolves10.1109/TGRS.2021.3105482
Estimating the Forage Neutral Detergent Fiber Content of Alpine Grassland in the Tibetan Plateau Using Hyperspectral Data and Machine Learning Algorithms
resolves10.1109/TGRS.2012.2198826
Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery
resolves10.1109/MGRS.2016.2616418
Advanced Spectral Classifiers for Hyperspectral Images: A review
resolves10.1109/TGRS.2019.2946318
Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification
resolves10.1109/MGRS.2017.2762087
Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art
resolves10.1109/JSTARS.2021.3090256
Hyperspectral Satellites, Evolution, and Development History
resolves10.1109/TGRS.2018.2861992
Hyperspectral Image Classification in the Presence of Noisy Labels
resolves10.1109/LGRS.2020.2966987
A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification
resolves10.1109/TGRS.2021.3094582
Polygon Structure-Guided Hyperspectral Image Classification With Single Sample for Strong Geometric Characteristics Scenes
resolves10.1109/MGRS.2013.2244672
Hyperspectral Remote Sensing Data Analysis and Future Challenges
resolves10.1109/MGRS.2016.2548504
Domain Adaptation for the Classification of Remote Sensing Data: An Overview of Recent Advances
resolves10.1109/JPROC.2020.3004555
A Comprehensive Survey on Transfer Learning
resolves10.24963/ijcai.2021/628
Generalizing to Unseen Domains: A Survey on Domain Generalization
resolves10.1109/LGRS.2018.2889789
Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification
resolves10.1109/LGRS.2019.2902615
Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images
resolves10.1109/TGRS.2018.2872850
Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images
resolves10.1109/TPAMI.2019.2945942
A Review of Domain Adaptation without Target Labels
resolves10.1109/CVPR.2010.5539857
Boosting for transfer learning with multiple sources
resolves10.1109/JSTARS.2021.3049527
Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification
resolves10.1007/s10472-013-9391-5
Robust domain adaptation
resolves10.1109/LGRS.2020.3007021
An Iterative Training Sample Updating Approach for Domain Adaptation in Hyperspectral Image Classification
resolves10.1109/ICCV.2013.274
Transfer Feature Learning with Joint Distribution Adaptation
resolves10.1109/ICDM.2017.150
Balanced Distribution Adaptation for Transfer Learning
resolves10.1109/TIP.2017.2781422
Unsupervised Deep Hashing With Pseudo Labels for Scalable Image Retrieval
resolves10.1109/TIP.2017.2772836
Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification
resolves10.1109/LGRS.2021.3126594
Unsupervised Domain Adaptation With Content-Wise Alignment for Hyperspectral Imagery Classification
resolves10.1109/JSTARS.2021.3063460
Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images
resolves10.1109/TNNLS.2021.3109872
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification
resolves10.1109/TGRS.2021.3128162
Hyperspectral Image Classification Based on Domain Adversarial Broad Adaptation Network
resolves10.1109/JSTARS.2021.3132259
Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis
resolves10.1109/TGRS.2020.3015357
Cross-Dataset Hyperspectral Image Classification Based on Adversarial Domain Adaptation
resolves10.1109/JSTARS.2021.3128932
Unsupervised Domain Adaptation With Dense-Based Compaction for Hyperspectral Imagery
resolves10.1109/TGRS.2020.3046756
Cross-Scene Hyperspectral Image Classification With Discriminative Cooperative Alignment
resolves10.1109/LGRS.2018.2889967
Domain Adaptation With Discriminative Distribution and Manifold Embedding for Hyperspectral Image Classification
resolves10.1109/TGRS.2020.2997863
Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images
resolves10.1609/aaai.v35i10.17027
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation
resolves10.1613/jair.1.12125
Confident Learning: Estimating Uncertainty in Dataset Labels
resolves10.1109/CVPR.2018.00392
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
resolves10.1109/TGRS.2016.2627042
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification
The 7 references without a DOI — listed, not checked
no DOI — not checkedInstance weighting for domain adaptation in NLP
no DOI — not checkedCorrecting sample selection bias by unlabeled data
no DOI — not checkedDirect importance estimation with model selection and its application to covariate shift adaptation
no DOI — not checkedLearning transferable features with deep adaptation networks
no DOI — not checkedTransferability vs. discriminability: Batch spectral penalization for adversarial domain adaptation
no DOI — not checkedSemi-supervised learning by entropy minimization
no DOI — not checkedTransductive inference for text classification using support vector machines
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