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This plugin applies the Hough Transform for Circles to an 8-Bit image, shows the resulting Hough Space in a new window and marks the centers of the found circles.

ABSnake can segment complex structures in 2D images as well as 3D or temporal images. It uses a new active contour model based on a geometrical approach for correctly following invaginated structures.

LocAlization Microscopy Analyzer (LAMA) is a software tool that contains several well-established data post processing algorithms for single-molecule localization microscopy (SMLM) data. LAMA has implemented algorithms for cluster analysis, colocalization analysis, localization precision estimation and image registration. LAMA works with a graphical user interface (GUI), and accepts simple input data formats as supported by various single- molecule localization software tools.

MosaicIA is a tool to analyze the spatial distribution of objects in images. It estimates from an observed particle or object distribution what hypothetical interaction between the objects is most likely to have created this distribution.

Localization-based super-resolution techniques open the door to unprecedented analysis of molecular organization. This task often involves complex image processing adapted to the specific topology and quality of the image to be analyzed. SR-Tesseler is an open-source segmentation software using Voronoï tessellation constructed from the coordinates of localized molecules. It allows precise, robust and automatic quantification of protein organization at different scales, from the cellular level down to clusters of a few fluorescent markers.

AIR Tools is a MATLAB software package for tomographic reconstruction (and other imaging problems) consisting of a number of algebraic iterative reconstruction methods.

Cytomine is a rich internet application using modern web and distributed technologies (Grails, HTML/CSS/Javascript, Docker), databases (spatial SQL and NoSQL), and machine learning (tree-based approaches with random subwindows) to foster active and distributed collaboration and ease large-scale image exploitation.

ImageJ native "Skeletonize" implementation. - works only with 8-bit binary image. A faster implementation is available as a plugin Skeletonize3D written by Ignacio Arganda-Carreras. Pros of this plugin is summarized here.

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The "Angiogenesis Analyzer" allows analysis of cellular networks. Typically, it can detect and analyze the pseudo vascular organization of endothelial cells cultured in gel medium

...a simple tool to quantify the ETFA (Endothelial Tube Formation Assay) experiment images by extracting characteristic information of the network.

The outputs are network feature parameters.

Evaluates the orientation of fiber orientation pattern and plots the results in the image. It calculates gradient in x and y direction. - then calculates the eigenvector of nematic tensor, which is the orientation of the pattern.

## Short Summary Quote from the plugin page: >LineageTracker offers an ImageJ based framework which is easily extendible and has the capability to track cell lineages while being specifically designed to handle large cell displacements between frames. The methods are designed for fluorescent cells and have been used to analyse Schizosaccharomyces pombe, C2C12 mouse stem cells or migrating RPE cells. This tool also allows flexible cell segmentation and extendable in all aspects. The webpage is detailed with usage from ImageJ macro.

The GDSC Single Molecule Light Microscopy (SMLM) plugins is a package of tools for single molecule localisation analysis. - Fitting Plugins: get point cloud from super resolution image. - Results Plugins: organize results. - Analysis plugins - Model plugins

This workflow will batch process a directory of images: - comets should be horizontally oriented, tails to the right. Additional preprocessing is required if the gel does not match with this orientation (Rotate images, Using ImageJ/Transform Image or TransformJ plugin for example). Then using the plugin:

## Algorithm See .

A convenient tool for detecting lines! After the detection, detected lines are overlaid to the image. The plugin also stores these lines as ROIs, which could then easily be analyzed as vector information. Instead, the list of coordinates of all detected lines are placed in "contour" table. This could be used for redrawing or converting them as arrays. ## Algorithm See 2615.

A more modern approach for denoising / smoothening before segmentation, works like Gaussian blurring but preserves edges and boundaries. Listed in Fiji update sites. ## Algorithm Algorithm description is in [this page](http://www.ipol.im/pub/art/2011/bcm_nlm/) 2612. ## Example usage Localization of Membrane bound protein in Arabidopsis meristem was analyzed using the non-local-mean filter for refining its position 2613. ## impression It's effect is somewhere between Gaussian blurring and anistropic diffusion.

## About TANGO software is an open-source software for Analysis of Nuclear Genome Organization. It is composed of an ImageJ plugin for batch processing and analysis, and a R package for statistical analysis. Reference: 2528 ## Some key features - Image import uses bioimage formats. - Construction of workflow in GUI by choosing filters / segmentation strategy for - Prefiltering - Segmentation - Postfiltering - Isolated nuclei could individually be inspected, deleted from list and subjected for detailed analysis. - Uses MCIB3D library as backend.

# Summary VolViewer is used for viewing volume images from, for example, confocal microscopy or optical projection tomography # Features * Real-time volume rendering using an optimized 3D texture slicing algorithm. * Interactive transfer functions to independently adjust opacity and intensity for up to three data channels. * Real-time per channel thresholding, brightness and contrast operators. * On-the-fly gradient computation for local illumination. * Iso-surface computation with surface smoothing. * Section viewing in any orientation / position. * Real-time volume clipping.

Pandore is a standardized library of image processing operators. The current version contains image processing operators that operate on grayscale, color and multispectral, 1D, 2D and 3D images.

Link: Operator Index