Skip to content

Silver-L/PCA

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

PCA(principal component analysis) for raw file

This is a simple implementation of PCA in Python

pca_python

Requirments

1. SimpleITK
2. scikit-learn

Run PCA

python --EUDT_txt [] --outdir [] --image_size []

Evaluation

Evaluation of LSDM(Level Set Distribution Model)

Requirments

1. Eigen
2. ITK

How to install ITK

1. Using Visual Studio to open folder
2. solution -> Manage NuGet Packages -> Browse
3. Search ITK (produced by Atsushi Saito)
4. Install ITK

Build .exe

1. Generalization: Build ./evaluation/generalization/main.cpp
2. Specificity: Build ./evaluation/specificity/main.cpp

Run .exe

Use the batch file in ./bat to evaluate the performance of LSDM

About

PCA and evaluation of LSDM

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published