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A unified approach to visual tracking and servoing

✍ Scribed by Ezio Malis; Selim Benhimane


Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
988 KB
Volume
52
Category
Article
ISSN
0921-8890

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✦ Synopsis


In this paper, we present a generic and flexible system for vision-based robot control. The system integrates visual tracking and visual servoing approaches in a unifying framework. In this framework, the generality is obtained using a template matching algorithm based on an efficient second-order minimization. Contrarily to feature-based visual servoing schemes, we avoid the design of feature-dependent visual tracking algorithms. By integrating the visual tracking process with the visual servoing techniques, we can easily deal with constrained tasks. This reduces the computation cost and improves the precision of the system. The experimental results prove the efficiency of the unified system in real conditions.


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