Title :
Low complexity stereo matching algorithm using adaptive sized square window
Author :
Der-Wei Yang ; Li-Chia Chu ; Chun-Wei Chen ; Jia-Ming Gan ; Wang, Jiacheng ; Ming-Der Shieh
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan
Abstract :
This paper presents an efficient stereo matching algorithm for hardware implementation. A low-complexity local window size decision rule is proposed in our processing scheme. The proper window size is adopted according to the local content characteristic. The matching computation cost is almost as low as the conventional fixed window size method. An efficient hardware architecture comprises unified window size processing elements is also developed. Experimental results reveal that the proposed design can achieve better quality than the related fixed window size method with the properties of low computation cost and hardware realizable flow.
Keywords :
image matching; stereo image processing; adaptive sized square window; fixed window size method; hardware architecture; local content characteristic; low complexity stereo matching algorithm; Algorithm design and analysis; Complexity theory; Computer architecture; Hardware; Image edge detection; Stereo vision; Very large scale integration; Stereo matching; VLSI architecture of window based SAD;
Conference_Titel :
VLSI Design, Automation and Test (VLSI-DAT), 2014 International Symposium on
Conference_Location :
Hsinchu
DOI :
10.1109/VLSI-DAT.2014.6834897