@GatorSense

Top repositories

1

MUUFLGulfport

MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description of Data
MATLAB
68
star
2

HyperspectralAnalysisIntroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook
Jupyter Notebook
43
star
3

hsi_toolkit_py

GatorSense Hyperspectral Image Analysis Toolkit - Python Implementation
Python
39
star
4

Histogram_Layer

Histogram layer code for "Histogram Layers for Texture Analysis" (https://arxiv.org/abs/2001.00215).
Python
30
star
5

hsi_toolkit

GatorSense Hyperspectral Image Analysis Toolkit
MATLAB
28
star
6

BayesianFuzzyClustering

Matlab implementation of the Bayesian Fuzzy Clustering algorithms. See related paper, doi: 10.1109/TFUZZ.2014.2370676
MATLAB
25
star
7

MIMRF

Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty
MATLAB
20
star
8

PCOMMEND

PCOMMEND Hyperspectral Unmixing & Endmember Estimation Code - Matlab Implementation
MATLAB
13
star
9

MICI

Multiple Instance Choquet Integral for Classifier Fusion and Regression
MATLAB
11
star
10

Hyperspectral_Data_Simulation

Multiple instance learning bag generation code using data from the ECOSTRESS Spectral Library V1.0.
MATLAB
11
star
11

BetaCompositionalModel

Beta Compositional Model for Hyperspectral Unmixing
MATLAB
9
star
12

EMD_HSI

Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions
MATLAB
9
star
13

LACE

In this repository, we provide the paper and code for the Learnable Adaptive Cosine Estimator (LACE) approach in "Learnable Adaptive Cosine Estimator (LACE) for Image Classification."
Python
8
star
14

AtmosphericCorrectionIntroduction

This repo contains a brief introduction to atmospheric correction for remote sensing imagery using examples from drone imagery.
Jupyter Notebook
8
star
15

SPICE_py

Python implementation of SPICE (Sparsity Promoting Iterated Constrained Endmembers)
Python
6
star
16

PlantRootSeg

Jupyter Notebook
5
star
17

MILMinirhizotronSegmentation

MATLAB
3
star
18

Multi-Target-MI-ACE_SMF

Multi Target - Multiple Instance - Adaptive Cosine Estimator
MATLAB
3
star
19

MIACE

Matlab Implementation of MI-ACE and MI-SMF Target Characterization Algorithms
MATLAB
3
star
20

MIACE_py

Python Implementation of MI-ACE and MI-SMF Target Characterization Algorithms
Python
3
star
21

STARSEED

Python
3
star
22

PMLDA

MATLAB
3
star
23

SPICE

Sparsity Promoting Iterated Constrained Endmembers
MATLAB
2
star
24

Publications

2
star
25

DREN

Code for divergence regulated encoder network (DREN)
Python
2
star
26

MIHE

Code and demo for Multiple Instance Hybrid Estimator
MATLAB
1
star
27

FUMI

Functions of Multiple Instances and Extended Functions of Multiple Instances
MATLAB
1
star
28

SuperpixelMetrics

Collection of traditional clustering metrics and modified superpixel versions
Jupyter Notebook
1
star
29

journal_club

This repo will have papers for all journal club presentations
Jupyter Notebook
1
star
30

Histological_Segmentation

Python
1
star
31

macrosystems_SemiSupervised

Jupyter Notebook
1
star
32

SRrootimaging

Code of the paper "Super Resolution for Root Imaging"
Python
1
star
33

fusion-cam

Code repository for Fusion-CAM segmentation pseudo-label generation using the Multiple Instance Learning Choquet Integral.
Python
1
star
34

shared-snippets

Let's not redo work! This a repo for general code that everyone can use. Please follow lab coding guidelines and keep functions general.
Python
1
star
35

MIL-MD-ACE-SMF

In this repository, we provide the paper and code reconstructed from "Multiple Instance Learning for Multiple Diverse Hyperspectral Target Characterizations" manuscript.
MATLAB
1
star