Title :
Real-time optical flow measurement based on parallel processing with multicore computer
Author :
Shimokawa, Mao ; Yamaguchi, Teruo ; Harada, Hiroshi
Author_Institution :
Grad. Sch. of Sci. & Technol., Kumamoto Univ., Kumamoto, Japan
Abstract :
In this paper we propose an optical flow estimation method based on parallel processing with multicore computer. The multichannel integration method refers to the method of measuring more accurate velocity field, but it takes a lot of processing time for the measurement. We divide the procedure of velocity field calculation into piplined stages, and execute them in parallel with a multicore computer. This method reduces the calculating time, and enables more high speed optical flow estimation. Experimental results show that velocity field can be measured faster than single-core processing.
Keywords :
image sequences; multiprocessing systems; parallel processing; multichannel integration method; multicore computer; optical flow estimation; parallel processing; real-time optical flow measurement; velocity field calculation; Computers; Integrated optics; Multicore processing; Optical filters; Optical imaging; Parallel processing; Velocity measurement; Multichannel integrationt; Optical flow; Parallel processing;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Print_ISBN :
978-1-4577-0835-0