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Hyperspectral Image Classification

Papers archive 2025-07-28

archive papers tagged: 286 · with a code link: 132 · where Syntology ran a sample: 4 (4 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (4 of 286 tagged: 4 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 286 of 286, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Class-Wise Principal Component Analysis for hyperspectral image feature extraction
  9 Apr 2021 0 repositories listed
• The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study
  1 Apr 2021 0 repositories listed
• Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning
  25 Mar 2021 0 repositories listed
• TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification
  18 Mar 2021 0 repositories listed
• A Supervised Segmentation Network for Hyperspectral Image Classification
  4 Feb 2021 0 repositories listed
• WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets for hyperspectral image classification
  27 Dec 2020 0 repositories listed
• Semi-supervised Hyperspectral Image Classification with Graph Clustering Convolutional Networks
  20 Dec 2020 0 repositories listed
• Hyperspectral classification of blood-like substances using machine learning methods combined with genetic algorithms in transductive and inductive scenarios
  4 Nov 2020 0 repositories listed
• LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification
  15 Oct 2020 0 repositories listed
• SLCRF: Subspace Learning with Conditional Random Field for Hyperspectral Image Classification
  7 Oct 2020 0 repositories listed
• Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping
  1 Oct 2020 0 repositories listed
• Compressive spectral image classification using 3D coded convolutional neural network
  23 Sep 2020 0 repositories listed
• Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification
  19 Sep 2020 0 repositories listed
• Hyperspectral Image Classification Method Based on 2D–3D CNN and Multibranch Feature Fusion
  18 Sep 2020 0 repositories listed
• Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning
  8 Sep 2020 0 repositories listed
• Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification
  1 Sep 2020 0 repositories listed
• Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images
  20 Aug 2020 0 repositories listed
• Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification
  19 Aug 2020 0 repositories listed
• Hyperspectral Image Classification with Spatial Consistence Using Fully Convolutional Spatial Propagation Network
  4 Aug 2020 0 repositories listed
• Frost filtered scale-invariant feature extraction and multilayer perceptron for hyperspectral image classification
  18 Jun 2020 0 repositories listed
• A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial–Spectral Fusion
  5 Jun 2020 0 repositories listed
• Hyperspectral Image Classification of Convolutional Neural Network Combined with Valuable Samples
  1 Jun 2020 0 repositories listed
• Hyperspectral Image Classification Based on Sparse Modeling of Spectral Blocks
  17 May 2020 0 repositories listed
• Hyperspectral Images Classification Based on Multi-scale Residual Network
  26 Apr 2020 0 repositories listed
• LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification
  17 Apr 2020 0 repositories listed
• Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification
  3 Apr 2020 0 repositories listed
• Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing
  1 Apr 2020 0 repositories listed
• Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network
  7 Feb 2020 0 repositories listed
• A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme
  30 Jan 2020 0 repositories listed
• Spectral Pyramid Graph Attention Network for Hyperspectral Image Classification
  20 Jan 2020 0 repositories listed
• Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification
  18 Dec 2019 0 repositories listed
• Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification
  11 Dec 2019 0 repositories listed
• Label Consistent Transform Learning for Hyperspectral Image Classification
  11 Dec 2019 0 repositories listed
• Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification
  11 Dec 2019 0 repositories listed
• Naive Gabor Networks for Hyperspectral Image Classification
  9 Dec 2019 0 repositories listed
• Deep Learning for Hyperspectral Image Classification: An Overview
  26 Oct 2019 0 repositories listed
• Hyperspectral Image Classification Based on Adaptive Sparse Deep Network
  21 Oct 2019 0 repositories listed
• Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network
  26 Sep 2019 0 repositories listed
• Effective training of deep convolutional neural networks for hyperspectral image classification through artificial labeling
  12 Sep 2019 0 repositories listed
• HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers
  4 Sep 2019 0 repositories listed
• A Convolutional Neural Network with Mapping Layers for Hyperspectral Image Classification
  26 Aug 2019 0 repositories listed
• Band Attention Convolutional Networks For Hyperspectral Image Classification
  11 Jun 2019 0 repositories listed
• Pixel DAG-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification
  9 Jun 2019 0 repositories listed
• Segmentation-Aware Hyperspectral Image Classification
  22 May 2019 0 repositories listed
• A novel statistical metric learning for hyperspectral image classification
  13 May 2019 0 repositories listed
• Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification
  12 May 2019 0 repositories listed
• Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification
  9 May 2019 0 repositories listed
• Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification
  7 May 2019 0 repositories listed
• Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation
  16 Apr 2019 0 repositories listed
• Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification
  10 Apr 2019 0 repositories listed
• Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification
  4 Apr 2019 0 repositories listed
• 1D-Convolutional Capsule Network for Hyperspectral Image Classification
  23 Mar 2019 0 repositories listed
• Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field
  4 Mar 2019 0 repositories listed
• Cascaded Recurrent Neural Networks for Hyperspectral Image Classification
  28 Feb 2019 0 repositories listed
• Is Pretraining Necessary for Hyperspectral Image Classification?
  24 Jan 2019 0 repositories listed
• Multi-branch fusion network for hyperspectral image classification
  18 Jan 2019 0 repositories listed
• Semi-supervised Learning with Graphs: Covariance Based Superpixels For Hyperspectral Image Classification
  14 Jan 2019 0 repositories listed
• Generating Hard Examples for Pixel-wise Classification
  13 Dec 2018 0 repositories listed
• Ladder Networks for Semi-Supervised Hyperspectral Image Classification
  4 Dec 2018 0 repositories listed
• Modified Diversity of Class Probability Estimation Co-training for Hyperspectral Image Classification
  5 Sep 2018 0 repositories listed
• Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification
  29 Aug 2018 0 repositories listed
• Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification
  29 Aug 2018 0 repositories listed
• Hyperspectral image classification using spectral-spatial LSTMs
  20 Aug 2018 0 repositories listed
• Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations
  11 Jul 2018 0 repositories listed
• Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification
  19 Apr 2018 0 repositories listed
• Unsupervised Band Selection of Hyperspectral Images via Multi-dictionary Sparse Representation
  20 Feb 2018 0 repositories listed
• Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification
  10 Feb 2018 0 repositories listed
• Cross-domain CNN for Hyperspectral Image Classification
  31 Jan 2018 0 repositories listed
• Does Normalization Methods Play a Role for Hyperspectral Image Classification?
  9 Oct 2017 0 repositories listed
• Sparse Representation Based Augmented Multinomial Logistic Extreme Learning Machine with Weighted Composite Features for Spectral Spatial Hyperspectral Image Classification
  12 Sep 2017 0 repositories listed
• Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification
  8 Sep 2017 0 repositories listed
• Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification
  15 Jul 2016 0 repositories listed
• Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions
  23 Jun 2016 0 repositories listed
• Combining multiscale features for classification of hyperspectral images: a sequence based kernel approach
  15 Jun 2016 0 repositories listed
• Hyperspectral Image Classification with Support Vector Machines on Kernel Distribution Embeddings
  30 May 2016 0 repositories listed
• On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification
  19 May 2016 0 repositories listed
• Hyperspectral Image Classification and Clutter Detection via Multiple Structural Embeddings and Dimension Reductions
  3 Jun 2015 0 repositories listed
• Robust hyperspectral image classification with rejection fields
  29 Apr 2015 0 repositories listed
• Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification
  10 Feb 2015 0 repositories listed
• Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints
  3 Feb 2015 0 repositories listed
• HyperSpectral classification with adaptively weighted L1-norm regularization and spatial postprocessing
  8 Dec 2014 0 repositories listed
• Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification
  16 Jan 2014 0 repositories listed
• Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods
  18 Oct 2013 0 repositories listed
• Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering
  16 Sep 2013 0 repositories listed
• Spatial-Aware Dictionary Learning for Hyperspectral Image Classification
  6 Aug 2013 0 repositories listed
• Feature Selection and Classification of Hyperspectral Images With Support Vector Machines
  15 Oct 2007 0 repositories listed