DocumentCode :
534482
Title :
Hardware acceleration for motion tracking system used in image-guided surgery
Author :
Dang Xiao ; Li Wenjun ; Ding Hui ; Wang Guangzhi
Author_Institution :
Dept. of Biomed. Eng., Tsinghua Univ., Beijing, China
Volume :
4
fYear :
2010
fDate :
16-18 Oct. 2010
Firstpage :
1498
Lastpage :
1502
Abstract :
This paper presents several hardware accelerating methods for an infrared optical tracking system based on FPGA (Field Programmable Gate Array). The system is designed for Image-Guided Surgical Navigation. Since FPGA and SoPC (System on Programming Chip) have the inherent flexibility and ease of implemented, system architecture together with PCB (Printed Circuit Board) design can be greatly simplified while the reliability can be increased. With the hardware accelerating methods, which are Floating-Point Custom Instruction, Tightly Coupled Memory (TCM) and Multiprocessor, calculating speed of 3D reconstruction gets a significant promotion of 18 times according to experiment results. This overcomes the lack of dominant frequency and floating-point computational capability in Altera soft processor Nios II. However, the benefit of speed is obtained at the cost of hardware resources, which should be considered. The hardware acceleration and its testing performance could theoretically support up to 32 markers real-time location with a frame rate of 60fps (frame per second).
Keywords :
biomedical optical imaging; biosensors; field programmable gate arrays; image motion analysis; image reconstruction; image sensors; infrared detectors; medical image processing; optical tracking; photodetectors; printed circuit design; reliability; surgery; 3D reconstruction; Altera soft processor Nios II; FPGA; PCB design; field programmable gate array; floating-point custom instruction; hardware acceleration method; image-guided surgical navigation; infrared optical motion tracking system; multiprocessor; printed circuit board design; reliability; system on programming chip; tightly coupled memory; Acceleration; Computer architecture; Field programmable gate arrays; Hardware; Optical imaging; Optical sensors; Three dimensional displays; FPGA; SoPC; Surgical Navigation; hardware acceleration; optical tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6495-1
Type :
conf
DOI :
10.1109/BMEI.2010.5639392
Filename :
5639392
Link To Document :
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