TY - GEN
T1 - Improved adaptive stereo matching using double dynamic programming with correlation of row and column
AU - Zhao, Ming
AU - Li, Xiao Bai
AU - Lang, Rong Ling
PY - 2010
Y1 - 2010
N2 - In a variety of stereo matching algorithms using dynamic programming algorithm can effectively improve the speed and accuracy with good real-time performance and easy realization. In this paper, with advantages of dynamic programming, we presents a stereo matching algorithm using double dynamic programming with correlation of row and column, which uses improved adaptive support-weight approach and energy minimization model to solve the optimization problem. In the solving process, different constructed values of data items given based on characters of variation in the column direction using row dynamic programming and the values of smoothness item in the column direction, to reduce apparent defective stripes, are used to get the final result using column dynamic programming. Experimental results used Middlebury database show that the proposed algorithm can reduce the overall matching error rates and apparent defective stripes and get a better stereo matching effect.
AB - In a variety of stereo matching algorithms using dynamic programming algorithm can effectively improve the speed and accuracy with good real-time performance and easy realization. In this paper, with advantages of dynamic programming, we presents a stereo matching algorithm using double dynamic programming with correlation of row and column, which uses improved adaptive support-weight approach and energy minimization model to solve the optimization problem. In the solving process, different constructed values of data items given based on characters of variation in the column direction using row dynamic programming and the values of smoothness item in the column direction, to reduce apparent defective stripes, are used to get the final result using column dynamic programming. Experimental results used Middlebury database show that the proposed algorithm can reduce the overall matching error rates and apparent defective stripes and get a better stereo matching effect.
KW - Constructed value of data item
KW - Double dynamic programming with correlation of row and column
KW - Improved adaptive support-weight approach
KW - Stereo matching
UR - https://www.scopus.com/pages/publications/77957288244
U2 - 10.1109/ICSPS.2010.5555840
DO - 10.1109/ICSPS.2010.5555840
M3 - 会议稿件
AN - SCOPUS:77957288244
SN - 9781424468911
T3 - ICSPS 2010 - Proceedings of the 2010 2nd International Conference on Signal Processing Systems
SP - V395-V3100
BT - ICSPS 2010 - Proceedings of the 2010 2nd International Conference on Signal Processing Systems
T2 - 2010 2nd International Conference on Signal Processing Systems, ICSPS 2010
Y2 - 5 July 2010 through 7 July 2010
ER -