| AeroRIT: A New Scene for Hyperspectral Image Analysis | Dec 17, 2019 | Hyperspectral image analysisImage Super-Resolution | CodeCode Available | 1 | 5 |
| Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat | Apr 24, 2024 | compressed sensingDecoder | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification | Mar 15, 2021 | ClassificationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Exploring the Relationship between Center and Neighborhoods: Central Vector oriented Self-Similarity Network for Hyperspectral Image Classification | Oct 31, 2022 | Hyperspectral image analysisHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification | Apr 7, 2023 | Hyperspectral image analysisHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Comparison of VCA and GAEE algorithms for Endmember Extraction | May 27, 2018 | General ClassificationHyperspectral image analysis | CodeCode Available | 0 | 5 |
| A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis | Jan 25, 2018 | Hyperspectral image analysis | CodeCode Available | 0 | 5 |
| Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image Analysis | Jul 22, 2024 | Hyperspectral image analysisSuperpixels | CodeCode Available | 0 | 5 |
| Unsupervised Segmentation of Hyperspectral Images Using 3D Convolutional Autoencoders | Jul 20, 2019 | ClusteringHyperspectral image analysis | CodeCode Available | 0 | 5 |
| Hierarchical Sparse Subspace Clustering (HESSC): An Automatic Approach for Hyperspectral Image Analysis | Jul 28, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 0 | 5 |
| HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding | Nov 25, 2023 | ClassificationHyperspectral image analysis | CodeCode Available | 0 | 5 |
| Measuring complex refractive index through deeplearning-enabled optical reflectometry | Mar 31, 2023 | Hyperspectral image analysis | CodeCode Available | 0 | 5 |
| A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation | Mar 28, 2022 | DenoisingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image - Application to Unmixing Hyperspectral Images | Jul 16, 2014 | blind source separationHyperspectral image analysis | —Unverified | 0 | 0 |
| Machine learning based hyperspectral image analysis: A survey | Feb 23, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 | 0 |
| Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis | Feb 7, 2019 | ClassificationClustering | —Unverified | 0 | 0 |
| Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI | Mar 12, 2024 | Hyperspectral image analysisHYPERVIEW Challenge | —Unverified | 0 | 0 |
| Segmented and Non-Segmented Stacked Denoising Autoencoder for Hyperspectral Band Reduction | May 19, 2017 | ClusteringDenoising | —Unverified | 0 | 0 |
| Spectral Unmixing Comparison with Sparse, Iterative and Mixed Integer Programming Models | Mar 21, 2025 | Hyperspectral image analysisHyperspectral Unmixing | —Unverified | 0 | 0 |
| Tech Report: A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing | Feb 11, 2021 | Hyperspectral image analysisSuperpixels | —Unverified | 0 | 0 |
| Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective | Aug 14, 2024 | Hyperspectral image analysisHyperspectral Unmixing | —Unverified | 0 | 0 |
| Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images | Jun 23, 2019 | Dimensionality ReductionEarth Observation | —Unverified | 0 | 0 |
| Trends in deep learning for medical hyperspectral image analysis | Nov 27, 2020 | Deep LearningHyperspectral image analysis | —Unverified | 0 | 0 |
| Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification | Apr 19, 2023 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Advances in Deep Learning for Hyperspectral Image Analysis--Addressing Challenges Arising in Practical Imaging Scenarios | Jul 16, 2020 | Active LearningHyperspectral image analysis | —Unverified | 0 | 0 |
