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Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành hóa học dành cho các bạn yêu hóa học tham khảo đề tài: Research Article High-Speed Smart Camera with High Resolution | Hindawi Publishing Corporation EURASIP Journal on Embedded Systems Volume 2007 Article ID 24163 16 pages doi 10.1155 2007 24163 Research Article High-Speed Smart Camera with High Resolution R. Mosqueron J. Dubois and M. Paindavoine Laboratoire Le2i UMR CNRS 5158 Universite de Bourgogne Aile des Sciences de ringenieur BP 47870 21078 Dijon Cedex France Received 1 May 2006 Revised 27 November 2006 Accepted 10 December 2006 Recommended by Heinrich Garn High-speed video cameras are powerful tools for investigating for instance the biomechanics analysis or the movements of mechanical parts in manufacturing processes. In the past years the use of CMOS sensors instead of CCDs has enabled the development of high-speed video cameras offering digital outputs readout flexibility and lower manufacturing costs. In this paper we propose a high-speed smart camera based on a CMOS sensor with embedded processing. Two types of algorithms have been implemented. A compression algorithm specific to high-speed imaging constraints has been implemented. This implementation allows to reduce the large data flow 6.55 Gbps and to propose a transfer on a serial output link USB 2.0 . The second type of algorithm is dedicated to feature extraction such as edge detection markers extraction or image analysis wavelet analysis and object tracking. These image processing algorithms have been implemented into an FPGA embedded inside the camera. These implementations are low-cost in terms of hardware resources. This FPGA technology allows us to process in real time 500 images per second with a 1280 X 1024 resolution. This camera system is a reconfigurable platform other image processing algorithms can be implemented. Copyright 2007 R. Mosqueron et al. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use distribution and reproduction in any medium provided the original work is properly cited. 1. INTRODUCTION The human vision presents .