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Binocular Structured Light Stereo Matching Approach for Dense Facial Disparity Map

机译:密集面部视差图的双目结构光立体匹配方法

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摘要

Binocular stereo vision technology shows a particular interesting for face recognition, in which the accurate stereo matching is the key issue for obtaining dense disparity map used for exploiting 3D shape information of object. This paper proposed a binocular structured light stereo matching approach to deal with the challenge of stereo matching to objects having large disparity and low texture, such as facial image. By introducing global system to coordinate the binocular camera and projector, a projector cast structured light pattern which added texture to the face scene. Binocular epipolar constraint and semi-global stereo matching algorithm were applied. The experiments showed that the accuracy had improved compared to that of purely binocular vision for getting dense facial disparity map.
机译:双目立体视觉技术对人脸识别特别感兴趣,其中准确的立体匹配是获得用于利用对象的3D形状信息的密集视差图的关键问题。本文提出了一种双目结构光立体匹配方法,以解决对诸如人脸图像等具有较大视差和低质感的对象进行立体匹配的挑战。通过引入用于协调双目相机和投影仪的全局系统,投影仪投射出结构化的光图案,从而为面部场景增加了质感。应用了双目对极约束和半全局立体匹配算法。实验表明,与获得精确的面部视差图的纯双目视觉系统相比,其准确性有所提高。

著录项

  • 来源
  • 会议地点 Perth(AU);Perth(AU)
  • 作者单位

    School of Mechatronic Engineering Automation, Shanghai Key Laboratory of Power Station Automation Technology, Shanghai University, NO. 149, Yanchang Rd.200072 Shanghai, China;

    School of Mechatronic Engineering Automation, Shanghai Key Laboratory of Power Station Automation Technology, Shanghai University, NO. 149, Yanchang Rd.200072 Shanghai, China;

    School of Mechatronic Engineering Automation, Shanghai Key Laboratory of Power Station Automation Technology, Shanghai University, NO. 149, Yanchang Rd.200072 Shanghai, China;

    School of Mechatronic Engineering Automation, Shanghai Key Laboratory of Power Station Automation Technology, Shanghai University, NO. 149, Yanchang Rd.200072 Shanghai, China;

    School of Mechatronic Engineering Automation, Shanghai Key Laboratory of Power Station Automation Technology, Shanghai University, NO. 149, Yanchang Rd.200072 Shanghai, China;

    School of Mechatronic Engineering Automation, Shanghai Key Laboratory of Power Station Automation Technology, Shanghai University, NO. 149, Yanchang Rd.200072 Shanghai, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
  • 关键词

    facial disparity map; binocular; structured light; stereo matching;

    机译:面部差异图;双目结构化光立体声匹配;

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