Image segmentation evaluation using an integrated framework
McGuinness, Kevin and Keenan, Gordon and Adamek, Tomasz and O'Connor, Noel E. (2007) Image segmentation evaluation using an integrated framework. In: VIE 2007 - the IET 4th International Conference on Visual Information Engineering, 25-27 July 2007, London, UK.
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In this paper we present a general framework we have developed for running and evaluating automatic image and video segmentation algorithms. This framework was designed to allow effortless integration of existing and forthcoming image segmentation algorithms, and allows researchers to focus more on the development and evaluation of segmentation methods, relying on the framework for encoding/decoding and visualization. We then utilize this framework to automatically evaluate four distinct segmentation algorithms, and present and discuss the results and statistical findings of the experiment.
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