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:
- Spacial and Spectral Super resolution of a hyperspectral image containing more than 400 channels using 3D-SRCNN technique.☆10Mar 24, 2019Updated 7 years ago
- 520.648 project: OMP/KSVD/ISTA/FISTA/LISTA for image inpainting and denoising☆14Sep 20, 2020Updated 5 years ago
- 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
- 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.
- This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.☆165Jan 6, 2021Updated 5 years ago
- Hyperspectral image classification with varies image processing and machine learning methods.☆25Sep 10, 2017Updated 8 years ago
- This code implements self-learning classifier using an Autoencoder and a Softmax classifier and attempts to classify crops using hyperspe…☆13Oct 29, 2015Updated 10 years ago
- ☆12Mar 31, 2022Updated 4 years ago
- ☆11Jan 3, 2023Updated 3 years ago
- code for TIP 2019 paper: Hyperspectral Image Super-Resolution via Subspace-Based Low Tensor Multi-Rank Regularization☆20Jun 7, 2020Updated 6 years ago
- The code of Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery☆16Mar 27, 2018Updated 8 years ago
- Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network☆59Dec 14, 2017Updated 8 years ago
- Mars craters detection and classification RAMP starting kit☆22Dec 10, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Comprehensive Survey of Deepfake Image, Video and Audio Generation and Detection☆14Mar 1, 2025Updated last year
- Code for Robust Kronecker-Decomposable Component Analysis (ICCV 2017)☆13Sep 28, 2022Updated 3 years ago
- Kronecker Production Matrix for Approximate Nearest Neighbour Search☆12Sep 23, 2015Updated 10 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
- ☆17Nov 17, 2016Updated 9 years ago
- Supervised classification of hyperspectral image(HSI)☆10Dec 12, 2018Updated 7 years ago
- Implemention of paper “Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization (TIP 2018)"☆29Sep 19, 2020Updated 5 years ago
- A cross-platform outcrop point cloud processing system.☆15Sep 17, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- SonicBOOM Spectre Attacks☆12Jul 18, 2021Updated 5 years ago
- tensor completion/tensor recovery from Gaussian measurements by tensor nuclear norm minimization☆32May 1, 2021Updated 5 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 2 years ago
- aggregate IP flow data for storage in a ClickHouse database☆21Mar 25, 2025Updated last year
- A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis☆21May 8, 2018Updated 8 years ago
- Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.☆16Jan 3, 2019Updated 7 years ago
- Orthogonal Matching Pursuit, parallelized on both CPU and GPU. 100x+ Speedup☆17Apr 24, 2026Updated 4 months ago
- ☆15Mar 22, 2022Updated 4 years ago
- Implemention of paper "deep hyperspectral image sharpening (TNNLS 2018)"☆38Nov 13, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- To help quickstart impact work with Satellogic [hyperspectral] data☆22Jun 19, 2018Updated 8 years ago
- Generative Adversarial Networks for synthetic hyperspectral data generation.☆50Jul 25, 2018Updated 8 years ago
- Two Python scripts for extracting hand crafted features from 3D meshes and point clouds for Machine Learning. Features have been used as …☆17Aug 13, 2020Updated 6 years ago
- A general purpose library for numerical calculations with higher order tensors, Tensor-Train Decompositions / Matrix Product States and o…☆22Oct 5, 2022Updated 3 years ago
- This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification☆47Aug 19, 2018Updated 8 years ago
- LV Volumes Prediction based on Multi-views Fusion CNN☆10Dec 10, 2020Updated 5 years ago
- Experimenting with Ultrasound simulation software packages☆14Dec 2, 2014Updated 11 years ago