Ricardo Borsoi's starred repositories

GMBUA

Generalized Multiscale Bundle-based Unmixing Algorithm

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CPD_manifold_release

Codes for the paper "Non-parametric Online Change Point Detection on Riemannian Manifolds" (ICML 2024).

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NODE_release

Codes for the paper "Change Point Detection with Neural Online Density-ratio Estimator" (ICASSP 2023).

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cran-simul.github.io

website of SiMul research group @ CRAN, Nancy, France

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Satellite-Image-Time-Series-Datasets

This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellite videos, for various computer vision and deep learning tasks. It covers multi-temporal datasets with more than two acquisitions but not bi-temporal datasets.

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Multi-resolution-Multispectral-image-fusion-based-weakly-supervised-constrained-Kalman-filter

It's a constrained-distributed-Kalman-filter-based Multi-resolution Multispectral image fusion method.

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DIFIV_release

Codes for the paper "Deep Hyperspectral and Multispectral Image Fusion with Inter-image Variability" (T-GRS 2023).

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RBC-SatImg

Recursive Bayesian Classification for Satellite Images

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Closed-MWF-ILD

Audio repository for the results of the paper "Closed-Form Solution to the Multichannel Wiener Filter with Interaural Level Difference Preservation"

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scip

SCIP - Solving Constraint Integer Programs

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KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

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LL1_HSR_HU

This repository contains the software for joint HSR and unmixing using LL1 decomposition.

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CB_STAR_release

codes for the paper "Coupled tensor decomposition for hyperspectral and multispectral image fusion with inter-image variability", IEEE JSTSP 2021

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Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

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Ipopt

COIN-OR Interior Point Optimizer IPOPT

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ULTRA-V

Unmixing with Low-rank Tensor Regularization Algorithm accounting for spectral Variability (ULTRA-V)

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awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

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NP_NL_Det_EE_HI

Matlab code for nonparametric detection of nonlinearly mixed pixels in hyperspectral images.

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Hyperspectral-Image-Super-Resolution-Benchmark

A list of hyperspectral image super-solution resources collected by Junjun Jiang

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NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

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the-gan-zoo

A list of all named GANs!

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GLMM

Generalized Linear Mixing Model

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Machine_Learning

Machine learning project codes in Python

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