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 [...]

Scalable Simple Linear Iterative Clustering (SSLIC) Using a Generic and Parallel Approach
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Superpixel algorithms have proven to be a useful initial step for segmentation and subsequent processing of images, reducing computational complexity by replacing the use of expensive per-pixel primitives with a higher-level abstraction, superpixels. They [...]

Finding regional extrema - methods and performance
Finding regional extrema of images is an important step in a number of morphological algorithms, such as some versions of the watershed transformfootnote{This work started because we were trying to compare different watershed algorithms}. Regional extrema [...]

BinShrink: A multi-resolution filter with cache efficient averaging.
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We present a new filter for the Insight Toolkit (ITK) for reducing the resolution of an image by an integer factor while averaging called BinShrink. This filter provides a new level of performance to ITK for reducing resolution and noise present in an image. [...]

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