DocumentCode
3513466
Title
Moving Object Tracking and 3D Measurement Using Two PTZ Cameras
Author
Guang Zheng ; Oe, Shunichiro ; Zengguo Sun
Author_Institution
Coll. of Comput. Sci. & Technol., HuaQiao Univ., Xiamen, China
fYear
2013
fDate
9-11 Sept. 2013
Firstpage
702
Lastpage
707
Abstract
This paper proposes a new method to track and measure 3D information of moving object by using two PTZ(Pan-tilt Zoom) cameras. In our 3D measurement method, the optical axis of two PTZ cameras are not required to be parallel or a fixed angle, the 3D information can be measured even though the pan and tilt of two PTZ cameras are changed freely. The SIFT features are detected in the tracking result of two PTZ cameras, due to SIFT feature is invariant to rotation, translation and scale variation, the corresponding points in the left and right image can be determined well. Therefore, our method can track the moving object and the 3D information of the object can be calculated simultaneity. The results of experiment performed in this study show the effect of our approach.
Keywords
cameras; feature extraction; image motion analysis; object detection; transforms; 3D information measurement; 3D information tracking; PTZ cameras; SIFT feature detection; moving object tracking; pan-tilt zoom cameras; rotation variation; scale variation; scale-invariant feature transforms; translation variation; Approximation algorithms; Cameras; Educational institutions; Feature extraction; Object tracking; Stereo vision; Three-dimensional displays; 3D Measurement; Object Tracking; Particle Filter; SIFT Features;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Networking and Collaborative Systems (INCoS), 2013 5th International Conference on
Conference_Location
Xi´an
Type
conf
DOI
10.1109/INCoS.2013.135
Filename
6630517
Link To Document