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
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;
Conference_Titel :
Intelligent Networking and Collaborative Systems (INCoS), 2013 5th International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/INCoS.2013.135