Title :
Automobile Motion Posture Monitoring Based on Stereo Vision Technology
Author_Institution :
Zhengzhou Jiaotong Vocational Coll., Zhengzhou, China
Abstract :
In the athletes´ automobile motion process, degree of human joint movement is relatively complex, and the movement speed is very fast. The subtle changes between joints are very difficult to be constrained by fixed constraint algorithms. Traditional static image modeling method using a fixed constraint model is very hard to meet this rapid change of movements´ key characteristics in dynamic small area, which makes it difficult to observe the changes of relative automobile motion parameters. This paper presents an athlete stereo vision calibration posture test method to collect automobile motion parameters through dual camera in athlete movement process. Complete the calibration of movement parameters through the perspective projection and camera parameters through effective coordinate change, calculate the changes of three dimensional automobile motion characteristic parameters, and complete the automobile motions´ three dimensional parameters measurement by using factorization method. The simulation experimental results show that the method can measure athletes´ three dimensional automobile motion parameters of high precision, and improve parameters´ measuring precision.
Keywords :
automobiles; calibration; cameras; image motion analysis; sport; stereo image processing; athlete automobile motion process; athlete stereo vision calibration posture test method; automobile motion posture monitoring; automobile motion three dimensional parameter measurement; coordinate change; dual camera; factorization method; fixed constraint algorithms; human joint movement; movement key characteristics; movement parameter calibration; perspective projection; static image modeling method; stereo vision technology; Algorithm design and analysis; Automobiles; Calibration; Cameras; Motion measurement; Optical filters; Solid modeling; Athletes; Automobile motion parameters measurement; Stereo vision;
Conference_Titel :
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-1-4799-4262-6
DOI :
10.1109/ISDEA.2014.59