The Insight Journal is an Open Access on-line publication covering the domain of medical image processing and visualization.

The unique characteristics of the Insight Journal include:

- Open-access to articles, data, code, and reviews
- Open peer-review that invites discussion between reviewers and authors
- Emphasis on reproducible science via automated code compilation and testing
- Support for continuous revision of articles, code, and reviews


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Performance Benchmarking the Insight Toolkit
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This document describes a module for the Insight Toolkit (ITK) to assist in performance benchmarking and a suite of benchmarks for the toolkit. These resources provide metrics to quantify software computational performance. This is a pre-requisite to improve [...]

ITK in Biomedical Research and Commercial Applications
No opinion
The Insight Segmentation and Registration Toolkit (www.itk.org) has become a standard in academia and industry for medical image analysis. In recent years, the ITK developers' community has focused on providing programming interfaces to ITK from Python, Java, [...]

Integration of the Java Image Science Toolkit with E-Science Platform
No opinion
Medical image analyses rely on diverse software packages assembled into a “pipeline”. The Java Image Science Toolkit (JIST) has served as a standalone plugin into the Medical Image Processing Analysis and Visualization (MIPAV). We addressed shortcomings [...]

OpenCL accelerated GPU binary morphology image filters for ITK
No opinion
Binary morphological operations are fundamental tools in image processing but the processing time scales with the number of pixels thus making them expensive operations on the CPU for larger 3D datasets that typically appear in medical imaging. Since erosion [...]

Anisotropic Fast Marching in ITK
No opinion
The Fast Marching algorithm is an efficient numerical method for computing the distance and shortest path between points of a domain. For that purpose, it solves a front propagation problem, which can be of interest in itself. The method has numerous [...]

Probabilistic Tissue Characterization for Ultrasound Images
No opinion
This document describes the derivation of the mixture models commonly used in the literature to describe the probabilistic nature of speckle: The Gaussian Mixture Model, the Rayleigh Mixture Model, the Gamma Mixture Model and the Generalized Gamma Mixture [...]

N-Dimensional Phase Unwrapping
No opinion
Although phase data can take on any value, it is generally only possible to measure phase as a principle value, i.e., wrapped within the range (-pi,pi]. Determining the unwrapped phase from its principle value is a topic of considerable interest in magnetic [...]

A Tutorial on Combining Nonlinear Optimization with CUDA
No opinion
Nonlinear optimization is a key component of many image registration algorithms. Improving registration speed is almost always desirable. One way to do this is to accelerate the optimization cost function using a parallel implementation. The purpose of this [...]

A generic interpolator for multi-label images
No opinion
We present a generic interpolator for label images. The basic idea is to interpolate each label with an ordinary image interpolator, and return the label with the highest value. This is the idea used by the itk::LabelImageGaussianInterpolateImageFunction [...]

Anisotropic Diffusion in ITK
No opinion
Anisotropic Non-Linear Diffusion is a powerful image processing technique, which allows to simultaneously remove the noise and enhance sharp features in two or three dimensional images. Anisotropic Diffusion is understood here in the sense of Weickert, [...]

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Browse Journals
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Publication of the Month
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An OpenCL implementation of the Gaussian pyramid and the resampler
by Shamonin D., Staring M.

Issues Accepting Submissions
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2016 January-December
159 days
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Most Recent Reviews
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Simple interface
A Skull-Stripping Filter for ITK
by Todd Jensen on 2016-05-30 08:00:15
A useful function, but with some build...
Walk In A Triangulation : Straight Walk
by Davis Vigneault on 2015-06-09 09:57:49
A meaningful contribution with...
Exact Geometrical Predicate: Point in...
by Davis Vigneault on 2015-06-09 11:10:14
Useful tool for kinetic analysis of PET...
InsightToolkit Kinetic Analysis...
by Matthew Mccormick on 2014-11-21 18:34:13
Working ITK3 and ITK4 version...
Implementation of local structure...
by Adrienne Mendrik on 2013-12-18 09:54:30
hi
An Open Source, Fast Ultrasound B-Mode...
by Dzyk Mike on 2013-07-07 02:49:36
Good implementation of an efficient...
Parallel algorithms for erosion and...
by Dženan Zukić on 2013-02-13 06:54:06
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ISSN 2327-770X
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