An active vision system for obtaining high resolution depth information

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Abstract

A low-cost active vision head with ten degrees of freedom is presented that has been build from off-the-shelf parts. To obtain high resolution depth information of fixated objects in the scene a general purpose calibration procedure is proposed which estimates intrinsic and extrinsic camera parameters including the vergence axes of both cameras. To produce enhanced dense depth maps a hierarchical block matching procedure is presented that employs color information. To simplify the development of controlling strategies for the head a modular hierarchy is applied that distributes various tasks among different levels employing basic capabilities of the components of the head.

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Fellenz, W., Schltins, K., Koschan, A., & Teschner, M. (1997). An active vision system for obtaining high resolution depth information. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1296, pp. 726–733). Springer Verlag. https://doi.org/10.1007/3-540-63460-6_184

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