DEFCoN-ImageJ

Description

An ImageJ plugin for DEFCoN, the fluorescence spot counter based on fully convolutional neural networks

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Align slices in stack

Description

Align_slices in stack utilized the template matching function cvMatch_Template to do slice registration(alignment) based on a selected landmark.
This function will try to find the landmark or the most similar image pattern in every slice and translate each slice so that the landmark pattern will be the same position throughout the whole stack. It could be used to fix the drift of a time-lapse image stacks.

Source code: link

Input data: image stack
output data: image stack

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elastix

Description

Elastix is a toolbox for rigid and nonrigid registration of (medical) images.

Elastix is based on the ITK library, and provides additional algorithms for image registration. 

The software can be run as a single-line command, making it easy to include in larger scripts or workflows. The user needs to edit a configuration file that contains all relevant parameters for registration: transformation model, metric used to comapre images, optimization algorithm, mutliscale pyramidal representation of images...

Nowadays elastix is accompanied by SimpleElastix, making it available in other languages like C++, Python, Java, R, Ruby, C# and Lua.

elastix logo

NiftyNet

Description

NiftyNet is a TensorFlow-based open-source convolutional neural networks (CNNs) platform for research in medical image analysis and image-guided therapy. NiftyNet’s modular structure is designed for sharing networks and pre-trained models. Using this modular structure you can:

  • Get started with established pre-trained networks using built-in tools;
  • Adapt existing networks to your imaging data;
  • Quickly build new solutions to your own image analysis problems.

Docker ParaViewWeb

Description

This ParaViewWeb Docker container is used by the Galaxy Project.  Paraview is an VTK based visualization server, for 3D.

ParaViewWeb in Galaxy

Galaxy Image Analysis Tools

Description

Image analysis tools to be used within Galaxy

Galaxy imaging workflow

Galaxy Workbench for Image Analysis

Description

Galaxy instance with tools for Image analyses shipped in a Docker container.

need a thumbnail

Orbit

Description

Orbit Image Analysis is a free open source software with the focus to quantify big images like whole slide scans.

It can connect to image servers, e.g. Omero.
Analysis can be done on your local computer or via scaleout functionality in a distrubuted computing environment like a Spark cluster.

Sophisticated image analysis algorithms incl. tissue quantification using machine learning, object segmentation and classification are build in. In addition a versatile API allows you to enhance Orbit and to run your own scripts.

Orbit

HyphaTracker

Description
HyphaTrackerWorkflow
HyphaTracker Workflow

HyphaTracker propose a workflow for time-resolved analysis of conidia germination. Each part of this workflow can also be used independnatly , as a toolbox. It has been tested on bright-field microscopic images of conidial germination. Its purpose is mainly to identify the germlings and to remove crossing hyphae, and measure the dynamics of their growth.

hyphatracker

LimeSeg

Description

LimeSeg: A coarsed-grained lipid membrane simulation for 3D image segmentation

Download instruction:

There is no download but you can easily install this plugin via ImageJ update site. If you reallu need to download the jar file, access the file in the update site repository (Link)

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