gatorsense Goto Github PK

atmosphericcorrectionintroduction

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

bayesianfuzzyclustering

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

betacompositionalmodel

Beta Compositional Model for Hyperspectral Unmixing

conveyor_belt_image_registration

deeptreeattention

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

dren

Code for divergence regulated encoder network (DREN)

emd_hsi

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

flir_thermal_tools

fumi

Functions of Multiple Instances and Extended Functions of Multiple Instances

fusion-cam

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

histogram_layer

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

histological_segmentation

hsi_toolkit

GatorSense Hyperspectral Image Analysis Toolkit

hsi_toolkit_py

GatorSense Hyperspectral Image Analysis Toolkit - Python Implementation

hyperpri

Demonstration of segmentation improvement with hyperspectral data

hyperspectral_data_simulation

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

hyperspectralanalysisintroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook

journal_club

This repo will have papers for all journal club presentations

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."

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

mici

Multiple Instance Choquet Integral for Classifier Fusion and Regression

mihe

Code and demo for Multiple Instance Hybrid Estimator

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.

milminirhizotronsegmentation

mimrf

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

mpip

mt_efumi

Code repository for A. Zare and C. Jiao, "Functions of multiple instances for sub-pixel target characterization in hyperspectral imagery".

multi-target-mi-ace_smf

Multi Target - Multiple Instance - Adaptive Cosine Estimator

muuflgulfport

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