Segmentation of Ventricles in the Brain using Connected Threshold
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This is an implementation of Connected Threshold Segmentation to isolate ventricles using ITK for the Open Source Software Practice course homework.

Robust Automatic Threshold Selection
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Robust Automatic Threshold Selection (RATS) is a fast and noise robust automatic thresholding method based on gradients in the image. The basic idea is to choose the threshold at the intensity where the gradient are the highest.

A Threshold with Hysteresis
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Thresholding is perhaps one of the most basic techniques in image processing. The Insight Toolkit (ITK) includes several threshold filters ranging from simple ones to Otsu based thresholding. Deep into the implementation of the Canny edge detection filter, [...]

Kappa Sigma Clipping
When an image is mostly composed of background pixels, most of the automatic thresholding methods are failing to produce a relevant threshold. This is mainly caused because one mode is over represented compared to the other in the histogram of the image. [...]

Histogram-based thresholding - some missing methods
Using intensity histograms to estimate image thresholds is a long established practice in image processing and image analysis and a wide variety of techniques have been developed. Different techniques are appropriate for different intensity distributions. [...]

Image Segmentation
This document describes an algorithm implemented using the Insight Toolkit ITK This paper is accompanied with the source code, input data, parameters and output data that the authors used for validating the algorithm described in this paper. [...]

RPI OSSP Ventricle ConnectedThreshold Segmentation

Connected Threshold Segmentation of Ventricles in the Brain
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This document describes an implementation of Connected Threshold Segmentation to isolate the ventricles using Insight Toolkit

Experimenting with Segmentation in ITK
This document describes some experiments for segmentation using the Insight Toolkit ITK url{}. The code of the experiment is written following the ITK CodingStyle as described in the directory [...]

Adaptations of MARACAS algorithm to the segmentation of the carotid bifurcation and stenosis quantification in CTA images
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This paper describes a 3D CTA image segmentation method submitted to the CLS09 contest (Carotid Lumen Segmentation and Stenosis Quantification) held in conjunction with the MICCAI 2009 conference. First, images are denoised to improve image quality and [...]

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