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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 2 of 3: papers 101 to 200 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.

• Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification
  2 Aug 2020 1 repository listed
• Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification
  25 Jun 2020 1 repository listed
• Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image Classification
  28 May 2020 1 repository listed
• Hyperspectral Image Classification with Attention Aided CNNs
  25 May 2020 1 repository listed
• A Fast 3D CNN for Hyperspectral Image Classification
  29 Apr 2020 1 repository listed
• Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox)
  5 Mar 2020 1 repository listed
• Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification
  28 Dec 2019 1 repository listed
• Deep Manifold Embedding for Hyperspectral Image Classification
  24 Dec 2019 1 repository listed
• 3D CNN with Localized Residual Connections for Hyperspectral Image Classification
  6 Dec 2019 1 repository listed
• Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries
  6 Nov 2019 1 repository listed
• Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification
  30 Oct 2019 1 repository listed
• Sparse Bayesian approach for metric learning in latent space
  15 Aug 2019 1 repository listed
• Multiscale Principle of Relevant Information for Hyperspectral Image Classification
  13 Jul 2019 1 repository listed
• Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification
  27 Jun 2019 1 repository listed
• Optimizing CNN-based Hyperspectral ImageClassification on FPGAs
  27 Jun 2019 1 repository listed
• Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification
  14 May 2019 1 repository listed
• Deep Learning for Classification of Hyperspectral Data: A Comparative Review
  24 Apr 2019 1 repository listed
• PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images
  9 Apr 2019 1 repository listed
• Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification
  14 Mar 2019 1 repository listed
• HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification
  18 Feb 2019 1 repository listed
• Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image Classification
  30 Oct 2018 1 repository listed
• Hyperspectral Image Classification in the Presence of Noisy Labels
  12 Sep 2018 1 repository listed
• Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification
  22 Jul 2018 1 repository listed
• Hyperspectral image classification via a random patches network
  22 May 2018 1 repository listed
• Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting
  15 Nov 2017 1 repository listed
• Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning
  31 Aug 2017 1 repository listed
• Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network
  1 May 2017 1 repository listed
• Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification
  23 Mar 2017 1 repository listed
• Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network
  13 Jan 2017 1 repository listed
• BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification
  1 Dec 2016 1 repository listed
• Deep supervised learning for hyperspectral data classification through convolutional neural networks
  26 Jul 2015 1 repository listed
• Fast forward feature selection for the nonlinear classification of hyperspectral images
  5 Jan 2015 1 repository listed
• Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Intermediate Feature Distance
  12 Jun 2025 0 repositories listed
• Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
  21 May 2025 0 repositories listed
• HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder
  9 May 2025 0 repositories listed
• Dynamic Memory-enhanced Transformer for Hyperspectral Image Classification
  17 Apr 2025 0 repositories listed
• Sparse Deformable Mamba for Hyperspectral Image Classification
  13 Apr 2025 0 repositories listed
• Randomized based restricted kernel machine for hyperspectral image classification
  6 Mar 2025 0 repositories listed
• Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction
  28 Feb 2025 0 repositories listed
• Language-Informed Hyperspectral Image Synthesis for Imbalanced-Small Sample Classification via Semi-Supervised Conditional Diffusion Model
  27 Feb 2025 0 repositories listed
• Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification
  27 Feb 2025 0 repositories listed
• Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification
  25 Feb 2025 0 repositories listed
• DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification
  4 Feb 2025 0 repositories listed
• Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification
  8 Jan 2025 0 repositories listed
• Hyperspectral Image Spectral-Spatial Feature Extraction via Tensor Principal Component Analysis
  8 Dec 2024 0 repositories listed
• IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification
  7 Oct 2024 0 repositories listed
• Selective Transformer for Hyperspectral Image Classification
  4 Oct 2024 0 repositories listed
• Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network
  18 Sep 2024 0 repositories listed
• WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification
  2 Aug 2024 0 repositories listed
• Content-driven Magnitude-Derivative Spectrum Complementary Learning for Hyperspectral Image Classification
  26 Jul 2024 0 repositories listed
• Spectral Graph Reasoning Network for Hyperspectral Image Classification
  2 Jul 2024 0 repositories listed
• Boosting Hyperspectral Image Classification with Gate-Shift-Fuse Mechanisms in a Novel CNN-Transformer Approach
  20 Jun 2024 0 repositories listed
• Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection
  12 Jun 2024 0 repositories listed
• DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification
  11 Jun 2024 0 repositories listed
• 3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification
  21 May 2024 0 repositories listed
• Transformers Fusion across Disjoint Samples for Hyperspectral Image Classification
  2 May 2024 0 repositories listed
• SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
  12 Apr 2024 0 repositories listed
• Unveiling the potential of diffusion model-based framework with transformer for hyperspectral image classification
  10 Apr 2024 0 repositories listed
• Randomized Principal Component Analysis for Hyperspectral Image Classification
  14 Mar 2024 0 repositories listed
• Hybrid CNN Bi-LSTM neural network for Hyperspectral image classification
  15 Feb 2024 0 repositories listed
• An Ultralightweight Hybrid CNN Based on Redundancy Removal for Hyperspectral Image Classification
  24 Jan 2024 0 repositories listed
• HyperKon: A Self-Supervised Contrastive Network for Hyperspectral Image Analysis
  26 Nov 2023 0 repositories listed
• DiffSpectralNet : Unveiling the Potential of Diffusion Models for Hyperspectral Image Classification
  29 Oct 2023 0 repositories listed
• Deep Intrinsic Decomposition with Adversarial Learning for Hyperspectral Image Classification
  28 Oct 2023 0 repositories listed
• MultiScale Spectral-Spatial Convolutional Transformer for Hyperspectral Image Classification
  28 Oct 2023 0 repositories listed
• A Survey of Graph and Attention Based Hyperspectral Image Classification Methods for Remote Sensing Data
  16 Oct 2023 0 repositories listed
• Multiview Transformer: Rethinking Spatial Information in Hyperspectral Image Classification
  11 Oct 2023 0 repositories listed
• Multi-Scale U-Shape MLP for Hyperspectral Image Classification
  5 Jul 2023 0 repositories listed
• Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study
  1 Jul 2023 0 repositories listed
• Boosting the Generalization Ability for Hyperspectral Image Classification using Spectral-spatial Axial Aggregation Transformer
  29 Jun 2023 0 repositories listed
• Sharpend Cosine Similarity based Neural Network for Hyperspectral Image Classification
  26 May 2023 0 repositories listed
• Multimodal Hyperspectral Image Classification via Interconnected Fusion
  2 Apr 2023 0 repositories listed
• A2S-NAS: Asymmetric Spectral-Spatial Neural Architecture Search For Hyperspectral Image Classification
  23 Feb 2023 0 repositories listed
• Objective Evaluation-based High-efficiency Learning Framework for Hyperspectral Image Classification
  10 Jan 2023 0 repositories listed
• Quantum-Inspired Spectral-Spatial Pyramid Network for Hyperspectral Image Classification
  1 Jan 2023 0 repositories listed
• Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification
  6 Sep 2022 0 repositories listed
• Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification
  4 Sep 2022 0 repositories listed
• Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification
  16 Jul 2022 0 repositories listed
• Self Supervised Learning for Few Shot Hyperspectral Image Classification
  24 Jun 2022 0 repositories listed
• A fast dynamic graph convolutional network and CNN parallel network for hyperspectral image classification
  30 May 2022 0 repositories listed
• GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification
  21 Apr 2022 0 repositories listed
• A 3-stage Spectral-spatial Method for Hyperspectral Image Classification
  20 Apr 2022 0 repositories listed
• Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification
  12 Apr 2022 0 repositories listed
• Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification
  7 Apr 2022 0 repositories listed
• Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification
  3 Apr 2022 0 repositories listed
• Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification
  14 Mar 2022 0 repositories listed
• Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification
  9 Mar 2022 0 repositories listed
• ESW Edge-Weights : Ensemble Stochastic Watershed Edge-Weights for Hyperspectral Image Classification
  28 Feb 2022 0 repositories listed
• Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification
  4 Jan 2022 0 repositories listed
• Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification
  1 Dec 2021 0 repositories listed
• Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification
  27 Nov 2021 0 repositories listed
• A 3D 2D convolutional Neural Network Model for Hyperspectral Image Classification
  19 Nov 2021 0 repositories listed
• Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification
  7 Nov 2021 0 repositories listed
• MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification
  7 Oct 2021 0 repositories listed
• HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification
  26 Jul 2021 0 repositories listed
• High Performance Hyperspectral Image Classification using Graphics Processing Units
  30 May 2021 0 repositories listed
• 3D/2D regularized CNN feature hierarchy for Hyperspectral image classification
  25 Apr 2021 0 repositories listed
• ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image Classification
  25 Apr 2021 0 repositories listed
• A survey of active learning algorithms for supervised remote sensing image classification
  15 Apr 2021 0 repositories listed
• A fast and Accurate Similarity-constrained Subspace Clustering Framework for Unsupervised Hyperspectral Image Classification
  14 Apr 2021 0 repositories listed