GatorSense/PlantRootSeg

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GatorSense/PlantRootSeg

GatorSense

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MUUFLGulfport

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

HyperspectralAnalysisIntroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook

Jupyter Notebook

hsi_toolkit_py

GatorSense Hyperspectral Image Analysis Toolkit - Python Implementation

hsi_toolkit

GatorSense Hyperspectral Image Analysis Toolkit

Histogram_Layer

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

BayesianFuzzyClustering

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

MIMRF

Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty

PCOMMEND

PCOMMEND Hyperspectral Unmixing & Endmember Estimation Code - Matlab Implementation

MICI

Multiple Instance Choquet Integral for Classifier Fusion and Regression

Hyperspectral_Data_Simulation

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

BetaCompositionalModel

Beta Compositional Model for Hyperspectral Unmixing

EMD_HSI

Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions

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."

AtmosphericCorrectionIntroduction

This repo contains a brief introduction to atmospheric correction for remote sensing imagery using examples from drone imagery.

Jupyter Notebook

SPICE_py

Python implementation of SPICE (Sparsity Promoting Iterated Constrained Endmembers)

MILMinirhizotronSegmentation

Multi-Target-MI-ACE_SMF

Multi Target - Multiple Instance - Adaptive Cosine Estimator

MIACE

Matlab Implementation of MI-ACE and MI-SMF Target Characterization Algorithms

MIACE_py

Python Implementation of MI-ACE and MI-SMF Target Characterization Algorithms

STARSEED

PMLDA

SPICE

Sparsity Promoting Iterated Constrained Endmembers

SuperpixelMetrics

Collection of traditional clustering metrics and modified superpixel versions

Jupyter Notebook

DREN

Code for divergence regulated encoder network (DREN)

Publications

MIHE

Code and demo for Multiple Instance Hybrid Estimator

FUMI

Functions of Multiple Instances and Extended Functions of Multiple Instances

journal_club

This repo will have papers for all journal club presentations

Jupyter Notebook

Histological_Segmentation

macrosystems_SemiSupervised

Jupyter Notebook

SRrootimaging

Code of the paper "Super Resolution for Root Imaging"

fusion-cam

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

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.

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.