Title :
A Design for the 178-MHz WXGA 30-fps Optical Flow Processor Based on the HOE Algorithm
Author :
Matsumura, Tetsuya ; Kurokawa, Aoi ; Imamura, Kousuke ; Matsuda, Yoshio
Author_Institution :
Coll. of Eng., Nihon Univ., Koriyama, Japan
Abstract :
We propose an optical flow processor, which allows real-time processing of WXGA 30-fps at 178.3 MHz. By introducing the SOR method and a pipeline operation for the Gauss-Seidel method to the iterative flow calculation, computational complexity can be reduced to 14.5% when compared to the previous HOE processor. We decreased the area of the embedded memory by using the image division method, applying line memory, and optimizing the computation word length. The core size of the designed processor is 16.82 mm2 in 90 nm process technology, which is approximately 5% of the previous HOE processor. The processor can operate completely in parallel, which ensures high-resolution scalability.
Keywords :
embedded systems; image sequences; iterative methods; pipeline processing; Gauss-Seidel method; HOE processor; SOR method; WXGA; computation word length optimisation; computational complexity; embedded memory; frequency 178 MHz; hierarchical optical flow estimation; image division method; iterative flow calculation; line memory; optical flow processor; pipeline operation; size 90 nm; Adaptive optics; Computer vision; Image motion analysis; Motion compensation; Optical filters; Optical imaging; Pipelines; HOE; optical flow; processor; scalability;
Conference_Titel :
Design and Diagnostics of Electronic Circuits & Systems (DDECS), 2015 IEEE 18th International Symposium on
Conference_Location :
Belgrade
Print_ISBN :
978-1-4799-6779-7
DOI :
10.1109/DDECS.2015.36