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There is a code of ”Video Rain Streak Removal By Multiscale Convolutional Sparse Coding” in. There are several added comparison results in different real videos to further show the superiority of the MS-CSC model.
Matlab demo code for paper "Fast Stripe Noise Removal from Hyperspectral Image via Multi-scale Dilated Unidirectional Convolution".
Matlab code for Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation, JSTARS, 2019
Multiscale Sparsifying Transform Learning for Image Denoising
Urban land use and land cover classification based on multi-source optical remote sensing data.
The demo partially associated with the following papers: "Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images" and "Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification".
多模融合
Data and MATLAB code for the simulations of [R. Arablouei, “Fusing multiple multiband images,” Journal of Imaging, 2018.]
MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description of Data
Multi-View Matrix Completion
The code of Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery
Our denoising method MWPT-IHHI module and related figures were produced using the MATLAB. MWPT-IHHI (the denoising method by combining a multi-threshold wavelet packet transform and an improved Hilbert-Huang transform) makes use of WPT and HHT method for microseismic signals from a coal seam hydraulic fracturing.
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning
Big data analytics on dataset on hyperspectral images.
Prediction of Movie Ratings by Various Matrix Completion Techniques
Matrix Completion - Machine Learning
Attempts to implement low rank matrix completion and clustering on the Netflix Dataset
Denoising neural data with tensor decompositions
Boosted Sparse and Low-Rank Tensor Regression
Matlab Code for: "Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. Arvix. Dec 2018"
Matlab code for our IEEE Trans. on Image Processing paper "NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising"
Non-Linear Matrix Completion
Matrix Completion Using the Nonconvex Regularized Proximal Gradient Algorithm
MATLAB library for non-negative matrix factorization (NMF): Version 1.5.0
Denoising Hyperspectral Image With Non-i.i.d. Noise Structure
This is the matlab implementation of "Denoising Hyperspectral Image with Non-i.i.d Noise Structure"
GPU Implementation of Large-Scale Abundance Estimation with Constraint Linear Spectral Mixture Model for Hyperspectral Unmixing
fast nonconvex algorithm for inductive matrix completion
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.