Giter Club home page Giter Club logo

pysart's Introduction

pySART

Tomographic reconstruction using the Simultaneous Algebraic Reconstruction Technique (SART) implemented in python.

Refrence: Ch7. Kak & Slaney http://www.slaney.org/pct/pct-toc.html

Quickstart:

Generate test data

from pySART import pysart
from skimage.transform import radon, iradon
import phantom
import numpy as np

def generate_phantom():
    theta = range(0,180)
    data = np.rot90(radon(phantom.phantom(n=100),theta=theta))
    data1 = np.zeros((data.shape[0],1,data.shape[1]))
    data1[:,0,:] = data
    return theta, data1

Reconstruct the whole dataset

pysart = pysart(*generate_phantom())
pysart.sart()

OR Reconstruct a single slice for 100 iterations (default:50)

pysart = pysart(*generate_phantom(), plsice = 10, iteration=100)
pysart.sart()

pysart's People

Contributors

djvine avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.