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A combined 3D and hyperspectral method for surface imaging of wounds

机译:结合3D和高光谱方法对伤口进行表面成像

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摘要

Information about the size and depth of a wound and how it is developing is an important prognostic tool in wound diagnostics. In this study a two-camera vision system has been developed to collect optical properties, shape and volume of chronic skin ulcers as tool for diagnostic assistance. This system combines the functionality of 2D imaging spectroscopy and 3D stereo-photogrammetry. A high resolution hyperspectral camera and a monochromatic video frame camera were mounted on the same scanning system. Stereo images were acquired to obtain information about the wound surface geometry. A Digital Surface Model (DSM) of the wound surface was reconstructed by applying stereo-photogrammetric methods. The hyperspectral image was co-registered to the monochromatic frame image and the wound border was extracted by applying spectroscopic analysis (e.g. tissue oxygenation, pigmentation, classification). The resulting DSM of the undamaged surroundings of the wound was used to reconstruct the top surface above the wound and thus the wound volume. The analyses can, if desired, be limited to a certain depth of interest like the wound bed or wound border. Simultaneous analysis of the hyperspectral data and the surface model gives a promising, new, non-invasive tool for characterization of chronic wounds. Future work will concentrate on implementation of real time analysis and improvement of the accuracy of the system.
机译:有关伤口的大小和深度以及如何发展的信息是伤口诊断中重要的预后工具。在这项研究中,已经开发了一种具有两台摄像机的视觉系统,以收集慢性皮肤溃疡的光学特性,形状和体积,作为诊断辅助工具。该系统结合了2D成像光谱学和3D立体摄影测量的功能。高分辨率高光谱摄像机和单色视频帧摄像机安装在同一扫描系统上。获取立体图像以获得有关伤口表面几何形状的信息。通过应用立体摄影测量法重建伤口表面的数字表面模型(DSM)。将高光谱图像共配准到单色帧图像,并通过应用光谱分析(例如组织氧合,色素沉着,分类)提取伤口边界。所产生的伤口未损坏周围环境的DSM用于重建伤口上方的顶表面,从而重建伤口体积。如果需要,可以将分析限制在特定的感兴趣深度,例如伤口床或伤口边界。对高光谱数据和表面模型的同时分析为表征慢性伤口提供了一种有前途的,新的,非侵入性的工具。未来的工作将集中在实施实时分析和提高系统的准确性上。

著录项

  • 来源
    《Optical tomography and spectroscopy of tissue X》|2013年|85780T.1-85780T.10|共10页
  • 会议地点 San Francisco CA(US)
  • 作者单位

    Dept. of Electronics and Telecommunications, Norwegian University of Science and Technology, 7491 Trondheim, Norway;

    Dept. of Electronics and Telecommunications, Norwegian University of Science and Technology, 7491 Trondheim, Norway;

    Dept. of Electronics and Telecommunications, Norwegian University of Science and Technology, 7491 Trondheim, Norway;

    Institute of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway ,Department of Dermatology, St.Olavs Hospital, University Hospital of Trondheim, Trondheim, Norway;

    Dept. of Electronics and Telecommunications, Norwegian University of Science and Technology, 7491 Trondheim, Norway;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Hyperspectral imaging; spectroscopy; 3D model; chronic wounds;

    机译:高光谱成像;光谱学3D模型;慢性伤口;
  • 入库时间 2022-08-26 13:44:48

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