TY - GEN
T1 - A Fast template matching algorithm based on central moments of images
AU - Lai, Ru
AU - Liu, Xiangdong
AU - Ohkawa, Fujio
PY - 2008
Y1 - 2008
N2 - This paper presents a new template matching algorithm in which the central moments are used as the matching features and the idea of integral image are used to decrease the time for image matching process. The algorithm also combines coarse-fine two-stage searching methods to effectively solve the problem of finding the peak point of the correlation functions accurately and robustly. It is different with traditional methods in which pixels are used as matching features. Experiment results show that the image process procedure can be finished within 40ms, which is the rate of image signal send from TV camera for real time object tracking. The results has broad applications in the fields of real time moving object tracking, pattern recognition and the machine vision, etc.
AB - This paper presents a new template matching algorithm in which the central moments are used as the matching features and the idea of integral image are used to decrease the time for image matching process. The algorithm also combines coarse-fine two-stage searching methods to effectively solve the problem of finding the peak point of the correlation functions accurately and robustly. It is different with traditional methods in which pixels are used as matching features. Experiment results show that the image process procedure can be finished within 40ms, which is the rate of image signal send from TV camera for real time object tracking. The results has broad applications in the fields of real time moving object tracking, pattern recognition and the machine vision, etc.
UR - https://www.scopus.com/pages/publications/54249164063
U2 - 10.1109/ICINFA.2008.4608069
DO - 10.1109/ICINFA.2008.4608069
M3 - Conference contribution
AN - SCOPUS:54249164063
SN - 9781424421848
T3 - Proceedings of the 2008 IEEE International Conference on Information and Automation, ICIA 2008
SP - 596
EP - 600
BT - Proceedings of the 2008 IEEE International Conference on Information and Automation, ICIA 2008
T2 - 2008 IEEE International Conference on Information and Automation, ICIA 2008
Y2 - 20 June 2008 through 23 June 2008
ER -