Title :
An autonomous flying object navigated by real-time optical flow and visual target detection
Author :
Yamada, Hitoshi ; Tominaga, Takashi ; Ichikawa, Michinori
Author_Institution :
Lab. for Brain-Oper. Devices, RIKEN BSI, Saitama, Japan
Abstract :
We have implemented logic, including real-time optical flow and target detection, using four CMOS video cameras and FPGA mounted on an indoor autonomous flying object. The two techniques presented here, recursive integration and masking optical flow, enhance the signal-to-noise ratio and accuracy of orientation of optical flow. The optical flow of the images from three cameras set to provide a horizontal filed of view can be used to derive the flying object´s attitude in terms of roll, pitch, yaw, and height. A target detection process using a camera mounted on top of the flying object can also be used to derive the attitude. These visual processing and nonlinear controlling processes were all implemented in an FPGA (Xilinx XC2V1500). The flying object described here could hover autonomously for several minutes.
Keywords :
CMOS image sensors; aerospace control; attitude control; field programmable gate arrays; image sequences; machine control; navigation; video cameras; CMOS video cameras; FPGA; Xilinx XC2V1500; autonomous flying object navigation; complementary metal oxide semiconductor; field programmable gate arrays; flying objects attitude; indoor autonomous flying object; masking optical flow; nonlinear controlling processes; real time optical flow; recursive integration; signal to noise ratio; target detection process; visual processing; visual target detection; CMOS image sensors; CMOS logic circuits; Cameras; Field programmable gate arrays; Image motion analysis; Integrated optics; Navigation; Nonlinear optics; Object detection; Signal to noise ratio;
Conference_Titel :
Field-Programmable Technology (FPT), 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-8320-6
DOI :
10.1109/FPT.2003.1275751