
Search

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
Published in The Insight Journal
Published in The Insight Journal
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 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.
Published in The Insight Journal
Published in The Insight Journal
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. [...]
