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9 January 2008 Component-based approach to robot vision for computational efficiency
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Proceedings Volume 6794, ICMIT 2007: Mechatronics, MEMS, and Smart Materials; 67942R (2008) https://doi.org/10.1117/12.784519
Event: ICMIT 2007: Mechatronics, MEMS, and Smart Materials, 2007, Gifu, Japan
Abstract
The purpose of this paper is to show merit and feasibility of the component based approach in robot system integration. Many methodologies such as 'component based approach, 'middle ware based approach' are suggested to integrate various complex functions on robot system efficiently. However, these methodologies are not used to robot function development broadly, because these 'Top-down' methodologies are modeled and researched in software engineering field, which are different from robot function researches, so that cannot be trusted by function developers. Developers' the main concern of these methodologies is the performance decreasing, which origins from overhead of a framework. This paper overcomes this misunderstanding by showing time performance increasing, when an experiment uses 'Self Healing, Adaptive and Growing softwarE (SHAGE)' framework, one of the component based framework. As an example of real robot function, visual object recognition is chosen to experiment.
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Junhee Lee, Dongsun Kim, Yeonchool Park, Sooyong Park, and Sukhan Lee "Component-based approach to robot vision for computational efficiency", Proc. SPIE 6794, ICMIT 2007: Mechatronics, MEMS, and Smart Materials, 67942R (9 January 2008); https://doi.org/10.1117/12.784519
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