https://github.com/mamrehn/interactive_image_segmentation_evaluation

Code for paper "A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems"
https://github.com/mamrehn/interactive_image_segmentation_evaluation

evaluation fau framework growcut interactive-segmentation paper-implementations usability-study

Last synced: 2 months ago
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Code for paper "A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems"

• Host: GitHub
• URL: https://github.com/mamrehn/interactive_image_segmentation_evaluation
• Owner: mamrehn
• Created: 2019-05-14T21:09:47.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2024-06-17T23:01:34.000Z (almost 2 years ago)
• Last Synced: 2024-07-30T07:34:52.378Z (over 1 year ago)
• Topics: evaluation, fau, framework, growcut, interactive-segmentation, paper-implementations, usability-study
• Language: Python
• Homepage: https://www5.cs.fau.de/~amrehn
• Size: 13.5 MB
• Stars: 11
• Watchers: 4
• Forks: 4
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Interactive Image Segmentation Evaluation

[![Gitter chat](https://badges.gitter.im/gitterHQ/gitter.png)](https://gitter.im/interactive_image_segmentation_evaluation/community)

This repository provides a JavaScript and Python implementation of our Usability Evaluation

Framework for Interactive Image Segmentation

Systems.

## User Interface (WebApp)

HTML5 interactive image segmentation application for user interaction log collection.

[→ WebApp](webapp)

![](webapp/interaction_demo_gifski_850x.gif)

> Click here for an interactive [demo](https://mamrehn.github.io/interactive_image_segmentation_evaluation/webapp/index.html).

### Dependencies

 - [AngularJS](https://angularjs.org/) v1.x MVVM Framework

 - [Angular Material](https://material.angularjs.org/latest/) UI Component framework for the material design

 - [Bootstap](http://getbootstrap.com/) HTML, CSS, and JS framework for responsive, mobile first UIs

 - [Firebase](https://www.firebase.com/) Data storage API provider

 - [jQuery](https://jquery.com/) DOM manipulation library

## Evaluation Framework

Python interaction log evaluation framework. [→ Evaluation](evaluation)

![](evaluation/schematic_workflow.png)

### Dependencies

 - [Scikit-learn](https://scikit-learn.org/stable/) Efficient tools for data analysis

 - [MedPy](https://github.com/loli/medpy) Medical image processing in Python

 - [Scikit-image](https://scikit-image.org/) Algorithms for image processing

 - [Joblib](https://joblib.readthedocs.io/en/latest/) Persistence and parallelization tool

 - [Cython](https://cython.org/) Static compiler for C/Python files

 - [Tqdm](https://github.com/tqdm/tqdm) Progress bar for Python

 - [Zenlog](https://github.com/ManufacturaInd/python-zenlog) Straightforward script logging

## Paper 

M. Amrehn, R. Kortekaas, M. Strumia, M. Weingarten, M. Kowarschik, A. Maier "A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems."