Title :
Indication position estimation by the homography of planes
Author :
Zhihua, Dong ; Zhijiang, Zhang ; Dan, Zeng
Author_Institution :
Key Lab. of Specialty Fiber Opt. & Opt. Access Networks, Shanghai Univ., Shanghai, China
Abstract :
To get a rapid estimation of the user´s indication position in computer vision based noncontact human-computer interaction (HCI) system, an indication position estimation method without explicitly calculating the cameras´ parameters. The homography matrix is calculated using the known points on the target plane and their corresponding points imaged by the cameras. By this homography relationship, the two lines which intersect at the indication point on the target plane are related with their corresponding lines on the image plane, thus the position of the indication point is estimated by detecting specific lines from images. Experimental results show that the average error of the homographic mapping is 0.726 mm at the distance of 2.5 m; meanwhile, the amplitude of errors rises by 2.6% from the center to the fringe of the screen (size of the screen is 2500 mm ×1800 mm). The precision and consistency of this method can satisfy the requirement of most applications in human-computer interaction.
Keywords :
computer vision; human computer interaction; homography matrix; human-computer interaction; indication position estimation; rapid estimation; Cameras; Equations; Estimation; Human computer interaction; Mathematical model; Robot vision systems; Silicon; camera model; computer vision; homography matrix; human-computer interaction;
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
DOI :
10.1109/ICSPS.2010.5555683