Image Processing Group (@IPL-UV)

Top repositories

1

ee_ipl_uv

Multitemporal Cloud Masking in the Google Earth Engine
Jupyter Notebook
67
star
2

kNDVI

Kernel vegetation indices and the kernel NDVI
Python
33
star
3

ee_BioNet

The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.
JavaScript
32
star
4

DL-L8S2-UV

Cloud masking for Landsat-8 & Sentinel-2
Jupyter Notebook
29
star
5

altoolbox

MATLAB Active Learning Toolbox for Remote Sensing
MATLAB
28
star
6

simpleR

A simple MATLAB regression toolbox
MATLAB
16
star
7

rbig

Rotation-Based Iterative Gaussianization algorithm.
Jupyter Notebook
16
star
8

pvl8dagans

Code of work Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection
Python
14
star
9

jaxkern

A lightweight didactic library of kernel methods using the back-end JAX.
Jupyter Notebook
13
star
10

AIDE

HTML
10
star
11

simFeat

MATLAB feature extraction toolbox
MATLAB
9
star
12

LatentGranger

Python
7
star
13

rbig_jax

Iterative and Parametric Gaussianization with JAX.
Jupyter Notebook
6
star
14

SM-VOD-Trends

MATLAB
6
star
15

gp_error_propagation

Source code to accompany Input Noise for GP Error Propagation paper
Jupyter Notebook
5
star
16

AI4Migrations

Jupyter Notebook
5
star
17

gaussflow

Gaussianization Flows for density estimation, sampling and information theory measures (RBIG2.0)
Python
4
star
18

geospatial_examples

A collection of examples handling geospatial data
R
4
star
19

mlregocean

Regression approaches for ocean parameters retrieval
Jupyter Notebook
3
star
20

gauss4eo

Gaussianization for Earth Observation Data.
Jupyter Notebook
2
star
21

rbig_matlab

Rotation-Based Iterative Gaussianization.
MATLAB
2
star
22

Causal4Migrations

This repo contains data, demos and code snippets to reproduce the results of our work on causal discovery of drought-induced human displacement drivers.
1
star
23

confound_it

Jupyter Notebook
1
star
24

gp_sens

Gradient-Based Sensitivity Analysis for Gaussian Process Emulation
Jupyter Notebook
1
star
25

xAI-constrained-losses

Jupyter Notebook
1
star
26

sakame

Derivatives of Kernel methods: Theory and toy examples with Earth System Data
Jupyter Notebook
1
star
27

SKRR

SKRR - Structured Kernel Ridge Regression
MATLAB
1
star
28

XAI4EO

Collection of explainability tools for machine learning models with applications to Earth observation
Jupyter Notebook
1
star