Title :
A new high speed cmos camera for real-time tracking applications
Author :
Muehlmann, U. ; Ribo, M. ; Lang, Philippe ; Pinz, A.
Author_Institution :
Graz University of Technology
fDate :
April 26 2004-May 1 2004
Abstract :
There are many potential applications for very high-speed vision sensors in robotics. Maybe tracking is the most obvious one. The main idea of this paper is to combine existing standard technology (CMOS imaging sensors, FPGA "glue logic", and USB 2.0 interface) to use direct pixel access capabilities for real-time tracking. We designed and built such a prototype camera system, including FPGA programmed functionality for Fixed Pattern Noise (FPN) calibration, subsampling and direct subwindow access. The performance of this new camera is on one hand limited by the maximum pixel clock of the sensor, on the other hand by the USB 2.0 microframe timing and bandwith constraints. We achieve "frame rates" of up to 2.5 kHz for small subwindows which can be randomly and individually addressed for each update cycle. Besides all given technical details and specifications of the system, we show a demonstration application of a high-speed blob tracking system which verifies the usability of our new camera for highly demanding tracking applications.
Keywords :
CMOS image sensors; CMOS logic circuits; CMOS technology; Cameras; Field programmable gate arrays; Pixel; Prototypes; Robot sensing systems; Robot vision systems; Universal Serial Bus; CMOS imaging sensor; FPGA; vision-based real-time tracking;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Conference_Location :
New Orleans, LA, USA
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1302542