Abstract
This paper presents a system that combines fixed stereo cameras with wide field of view (FOV) and high resolution active Pan/Tilt (PT) cameras into a networked platform. Designed for security applications, the purpose is to provide high resolution face images while covering a wide area. A custom PT unit allowing a fixed camera projection center was designed to hold the high resolution camera. Two such cameras in addition to one stereo camera were implemented in a real scene in order to test the effectiveness of the system. Preliminary results demonstrate the efficiency of the proposed system.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Yang, M., Kriegman, D., Ahuja, N.: Detecting faces in images: A survey. IEEE Transactions on Pattern Analysis and Machine intelligence 24, 34–58 (2002)
OpenCV: Open Computer Vision Library, http://www.intel.com/research/mrl/research/opencv/
Zhang, Z.: A flexible new technique for camera calibration. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(11), 1330–1334 (2000)
Ahmedali, T., Clark, J.J.: Collaborative Multi-Camera Surveillance with Automated Person Detection. In: Proceedings of the Canadian Conference on Computer and Robot Vision, pp. 3–10 (2006)
Hampapur, A., Pankanti, S., Senior, A., Tian, Y.-L., Brown, L., Bolle, R.: Face Cataloger: Multi-Scale Imaging for Relating Identity to Location. In: Proceedings of IEEE Conference on Advanced Video and Signal Based Surveillance, pp. 13–20 (2003)
Krumm, J., Harris, S., Meyers, B., Brumitt, B., Hale, M., Shafer, S.: Multi-Camera Multi-Person Tracking for EasyLiving. In: Proceedings of IEEE Workshop on Visual Surveillance, pp. 3–10 (2000)
Wada, T., Matsuyama, T.: Appearance Sphere: Background Model for Pan-Tilt-Zoom Camera. In: Proceedings of IEEE International Conference on Pattern Recognition, pp. 718–722 (1996)
Viola, P., Jones, M.: Rapid Object Detection using a Boosted Cascade of Simple Features. In: Proceedings of IEEE Computer Vision and Pattern Recognition, pp. 511–519 (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Yous, S., Khiat, A., Kidode, M., Ogasawara, T. (2006). Networked Heterogeneous Camera System for High Resolution Face Images. In: Bebis, G., et al. Advances in Visual Computing. ISVC 2006. Lecture Notes in Computer Science, vol 4292. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11919629_10
Download citation
DOI: https://doi.org/10.1007/11919629_10
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-48626-8
Online ISBN: 978-3-540-48627-5
eBook Packages: Computer ScienceComputer Science (R0)