This repository is designed for solving the problem of spectral super-resolution, adhering to a sparse-based machine learning technique. Our goal is to recover a high-spectral resolution multi- or hyperspectral image from only few spectral observations.
☆20Jan 25, 2018Updated 8 years ago
Alternatives and similar repositories for SparseCoupledDictionaryLearning
Users that are interested in SparseCoupledDictionaryLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- codes for the paper "Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability", IEE…☆12Mar 13, 2020Updated 6 years ago
- Spacial and Spectral Super resolution of a hyperspectral image containing more than 400 channels using 3D-SRCNN technique.☆10Mar 24, 2019Updated 7 years ago
- Blind Image Fusion for Hyperspectral Imaging with the Directional Total Variation☆21Mar 10, 2019Updated 7 years ago
- Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot. Spectral Superresolution of Multispectral Imagery with Jo…☆23Mar 6, 2021Updated 5 years ago
- 520.648 project: OMP/KSVD/ISTA/FISTA/LISTA for image inpainting and denoising☆14Sep 20, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of exisitng hyperspectral and novel proposed anomaly detectors for potential use in search and rescue, as part of a class …☆11Jul 3, 2020Updated 6 years ago
- Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising. ICCV, 2015.☆18May 6, 2020Updated 6 years ago
- IntelligetnScissor implemented by C++.☆12Apr 20, 2018Updated 8 years ago
- This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.☆167Jan 6, 2021Updated 5 years ago
- Hyperspectral image classification with varies image processing and machine learning methods.☆25Sep 10, 2017Updated 9 years ago
- ☆12Mar 31, 2022Updated 4 years ago
- ☆11Jan 3, 2023Updated 3 years ago
- ☆20Apr 12, 2024Updated 2 years ago
- code for TIP 2019 paper: Hyperspectral Image Super-Resolution via Subspace-Based Low Tensor Multi-Rank Regularization☆21Jun 7, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The code of Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery☆16Mar 27, 2018Updated 8 years ago
- Mars craters detection and classification RAMP starting kit☆22Dec 10, 2018Updated 7 years ago
- Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network☆59Dec 14, 2017Updated 8 years ago
- A Comprehensive Survey of Deepfake Image, Video and Audio Generation and Detection☆15Mar 1, 2025Updated last year
- Code for Robust Kronecker-Decomposable Component Analysis (ICCV 2017)☆13Sep 28, 2022Updated 4 years ago
- Kronecker Production Matrix for Approximate Nearest Neighbour Search☆12Sep 23, 2015Updated 11 years ago
- Reconstruction of CS Hyperspectral Images using deep learning☆16Dec 8, 2022Updated 3 years ago
- Brief Introduction about Paper : Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network☆15Feb 1, 2018Updated 8 years ago
- X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,”…☆50Dec 11, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A cross-platform outcrop point cloud processing system.☆15Sep 17, 2020Updated 6 years ago
- The code is the implention of paper "Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion"☆31Jun 7, 2020Updated 6 years ago
- Python machine learning to classify forest/trees (vegetation) in multispectral, panchromatic satellite imagery.☆16May 7, 2023Updated 3 years ago
- cuFSDAF is an enhanced FSDAF algorithm parallelized using GPUs. In cuFSDAF, the TPS interpolator is replaced by a modified Inverse Dista…☆43Sep 4, 2023Updated 3 years ago
- Non-negative matrix factorization (NMF) minimizes the euclidean distance between the data matrix and its low rank approximation, and it f…☆15Apr 28, 2019Updated 7 years ago
- GMMDP, hyperspectral images classification, multi-view learning☆19Mar 21, 2019Updated 7 years ago
- Blind Model-Based Fusion of Multi-band and Panchromatic Images☆11Sep 16, 2016Updated 10 years ago
- Orthogonal Matching Pursuit, parallelized on both CPU and GPU. 100x+ Speedup☆18Updated this week
- ☆15Mar 22, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official Pytorch Implementation of “Continuous Cross-resolution Remote Sensing Image Change Detection”☆35Nov 26, 2023Updated 2 years ago
- Implemention of paper "deep hyperspectral image sharpening (TNNLS 2018)"☆39Nov 13, 2020Updated 5 years ago
- To help quickstart impact work with Satellogic [hyperspectral] data☆22Jun 19, 2018Updated 8 years ago
- Tensor Kronecker Product Singular Value Decomposition☆13Apr 18, 2019Updated 7 years ago
- An intuitive implementation of spectral clustering on matlab☆16Apr 23, 2021Updated 5 years ago
- Generative Adversarial Networks for synthetic hyperspectral data generation.☆50Jul 25, 2018Updated 8 years ago
- A general purpose library for numerical calculations with higher order tensors, Tensor-Train Decompositions / Matrix Product States and o…☆22Oct 5, 2022Updated 4 years ago