Title
High-speed target tracking base on FPGA
Abstract
Imaging based target tracking by a robotics is an interesting and popular topic. While the high computational power requirement of imaging processing algorithm is still a big limitation, some flying robot like micro aerial vehicles also has a payload limitation, so the high weight computer and GPU is no longer a good choice. This paper present a high speed ball target tracking system based on FPGA. With a CMOS sensor, the original frame can be transfer to the FPGA port. After the video streams go through the parallel image processing core, the color and corner features can be extracted. By comparing with the predefined target's pattern, the target can be detected. AXI bus can transfer the detected target's feature to the ARM core in the ZYNQ device. The PID controller embedded in ARM core can be used to control the Pan-tilt header to move the target to the center of frame.
Year
DOI
Venue
2016
10.1109/RCAR.2016.7784038
2016 IEEE International Conference on Real-time Computing and Robotics (RCAR)
Keywords
Field
DocType
FPGA,Target tracking,PID controller,Sobel operator
PID controller,Computer science,Field-programmable gate array,Tracking system,CMOS sensor,Artificial intelligence,Header,Computer hardware,Robot,Robotics,Payload
Conference
ISBN
Citations 
PageRank 
978-1-4673-8960-0
0
0.34
References 
Authors
5
7
Name
Order
Citations
PageRank
Lyu Congyi124.78
Yunhui Liu297.34
Zhou Weiguo300.34
Peng Jianqing400.34
Shanshan Yang582.49
Huijun Zhang654.12
Liu YH71540185.05