gatorsense Goto Github PK
Name: GatorSense
Type: Organization
Bio: Machine Learning and Sensing Lab, Electrical and Computer Engineering, University of Florida
Location: University of Florida, Gainesville, FL
Name: GatorSense
Type: Organization
Bio: Machine Learning and Sensing Lab, Electrical and Computer Engineering, University of Florida
Location: University of Florida, Gainesville, FL
This repo contains a brief introduction to atmospheric correction for remote sensing imagery using examples from drone imagery.
Matlab implementation of the Bayesian Fuzzy Clustering algorithms. See related paper, doi: 10.1109/TFUZZ.2014.2370676
Beta Compositional Model for Hyperspectral Unmixing
Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction
Code for divergence regulated encoder network (DREN)
Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions
Functions of Multiple Instances and Extended Functions of Multiple Instances
Code repository for Fusion-CAM segmentation pseudo-label generation using the Multiple Instance Learning Choquet Integral.
Histogram layer code for "Histogram Layers for Texture Analysis" (https://arxiv.org/abs/2001.00215).
GatorSense Hyperspectral Image Analysis Toolkit
GatorSense Hyperspectral Image Analysis Toolkit - Python Implementation
Demonstration of segmentation improvement with hyperspectral data
Multiple instance learning bag generation code using data from the ECOSTRESS Spectral Library V1.0.
Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook
This repo will have papers for all journal club presentations
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."
Matlab Implementation of MI-ACE and MI-SMF Target Characterization Algorithms
Python Implementation of MI-ACE and MI-SMF Target Characterization Algorithms
Multiple Instance Choquet Integral for Classifier Fusion and Regression
Code and demo for Multiple Instance Hybrid Estimator
In this repository, we provide the paper and code reconstructed from "Multiple Instance Learning for Multiple Diverse Hyperspectral Target Characterizations" manuscript.
Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty
Code repository for A. Zare and C. Jiao, "Functions of multiple instances for sub-pixel target characterization in hyperspectral imagery".
Multi Target - Multiple Instance - Adaptive Cosine Estimator
MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description of Data
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