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中国生物医学工程学报  2018, Vol. 37 Issue (1): 72-78    DOI: 10.3969/j.issn.0258-8021. 2018. 01.010
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基于双目视觉的呼吸运动实时跟踪方法研究
王艳, 孙向明* ,熊珀艺 ,王宇飞
华中师范大学物理科学与技术学院,武汉 430070
Binocular Stereo Vision Based Real-Time Trackingfor Respiratory Motion
Wang Yan, Sun Xiangming*, Xiong Poyi ,Wang Yufei
Institute of Physics Science and Technology,Central China Normal University,Wuhan 430070,China
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摘要 探讨一种基于双目视觉实时监测和跟踪人体的呼吸运动情况,减少肿瘤靶区组织因呼吸等运动产生位移而引起的治疗误差,以实现在放疗过程中减少呼吸运动对精确放疗产生的影响。采用放置治疗床上方的双摄像机,实时采集带有标记物的图片传送给计算机,使用余弦算法对放置胸腹体表的标记物进行特征识别,对视差信息进行图片匹配,采用双目视觉和小孔成像原理计算标记物三维坐标,通过监测标记物随时间变化的具体坐标可获取标记物是否因呼吸等运动产生位移。实验中,实时测量9个标记物的三维坐标。实验结果表明,9个体表标记物的测量值与实际值之间的平均误差小于±1 mm,其标准误差值小于0.12 mm,且计算一次9个标记物三维坐标需要35 ms。基于双目视觉的呼吸运动跟踪是一种高精度、良好实时性与稳定性的跟踪方法,可以减少呼吸运动对精确放疗产生的影响。
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作者相关文章
王艳
孙向明
熊珀艺
王宇飞
关键词 呼吸运动实时跟踪放射治疗特征识别双目视觉    
Abstract:In radiotherapy, in order to reduce the impact of respiration motion on precise radiotherapy, we developed a binocular stereo vision based real-time tracking for respiration motion to reduce the treatment error due to the tissues moving in the tumor target. During radiotherapy, the binocular above the treatment bed were used to collect the images of the markers and transmit them to the computer. The cosine algorithm identified the markers that present on the thoraco-abdominal surface. The parallax of binocular matched the images. Basic principles of binocular stereo vision and aperture imaging to calculate the three-dimensional coordinates of the markers. By monitoring the three-dimensional coordinates of the markers, to determine whether the markers are moving. In experiment, the three-dimensional coordinates of nine markers were measured by real-time, experimental results showed that the error between the measured coordinate value of the surface markers and the actual coordinate average value was less than ± 1 mm, the rmse was less than 0.12 mm, it took 35 ms to calculate the three-dimensional coordinates of the nine markers. The tumor motion tracking method based on binocular stereo vision is a high precision, real-time and stability method, reducing the impact of respiration motion on precise radiotherapy.
Key wordsrespiratory movement    real-time tracking    radiotherapy    feature recognition    binocular stereo vision
收稿日期: 2016-11-24     
PACS:  R318  
基金资助:国家自然科学基金 (11375073,11220101005)
通讯作者: E-mail: sphy2007@126.com   
引用本文:   
王艳, 孙向明 ,熊珀艺 ,王宇飞. 基于双目视觉的呼吸运动实时跟踪方法研究[J]. 中国生物医学工程学报, 2018, 37(1): 72-78.
Wang Yan, Sun Xiangming, Xiong Poyi ,Wang Yufei. Binocular Stereo Vision Based Real-Time Trackingfor Respiratory Motion. Chinese Journal of Biomedical Engineering, 2018, 37(1): 72-78.
链接本文:  
http://cjbme.csbme.org/CN/10.3969/j.issn.0258-8021. 2018. 01.010     或     http://cjbme.csbme.org/CN/Y2018/V37/I1/72
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