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2013 IEEE International Symposium on Multimedia (2009)
San Diego, California, USA
Dec. 14, 2009 to Dec. 16, 2009
ISBN: 978-0-7695-3890-7
pp: 612-617
ABSTRACT
We are addressing two aspects of vision-based system development that are not fully exploited in current frameworks: abstraction over low-level details and high-level module reusability. Through an evaluation of existing frameworks, we relate these shortcomings to the lack of systematic classification of sub-tasks in vision-based system development. In this paper we present our work-in-progress which addresses these two issues by classifying vision into decoupled sub-tasks, hence defining a clear scope for a vision-based system development framework and its sub-components. Firstly, we decompose the task of vision system development into data management and processing. We then proceed to further decompose data management into three components: data access, conversion and transportation. We present the Vision Utility (VU) framework which provides abstraction over the vision system data management and verify this approach through an example vision system.
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CITATION
Gregor Miller, Amir Afrah, Sidney Fels, "Vision System Development through Separation of Management and Processing", 2013 IEEE International Symposium on Multimedia, vol. 00, no. , pp. 612-617, 2009, doi:10.1109/ISM.2009.124
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