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    • 2. 发明申请
    • A FAST 2D-3D IMAGE REGISTRATION METHOD WITH APPLICATION TO CONTINUOUSLY GUIDED ENDOSCOPY
    • 应用于连续指导内窥镜的快速2D-3D图像注册方法
    • WO2006127713A2
    • 2006-11-30
    • PCT/US2006019927
    • 2006-05-23
    • PENN STATE RES FOUNDHIGGINS WILLIAM EMERRITT SCOTT ARAI LAV
    • HIGGINS WILLIAM EMERRITT SCOTT ARAI LAV
    • A61B5/05
    • A61B1/00147A61B1/2676A61B5/415G06K9/00208G06K9/00214G06K9/6206G06T3/0081G06T7/33G06T2207/10028G06T2207/10068G06T2207/10081G06T2207/30061
    • A novel framework for fast and continuous registration between two imaging modalities is disclosed. The approach makes it possible to completely determine the rigid transformation between multiple sources at real-time or near real-time frame-rates in order to localize the cameras and register the two sources. A disclosed example includes computing or capturing a set of reference images within a known environment, complete with corresponding depth maps and image gradients. The collection of these images and depth maps constitutes the reference source. The second source is a real-time or near-real time source which may include a live video feed. Given one frame from this video feed, and starting from an initial guess of viewpoint, the real-time video frame is warped to the nearest viewing site of the reference source. An image difference is computed between the warped video frame and the reference image. The viewpoint is updated via a Gauss- Newton parameter update and certain of the steps are repeated for each frame until the viewpoint converges or the next video frame becomes available. The final viewpoint gives an estimate of the relative rotation and translation between the camera at that particular video frame and the reference source. The invention has far-reaching applications, particularly in the field of assisted endoscopy, including bronchoscopy and colonoscopy. Other applications include aerial and ground-based navigation.
    • 公开了一种用于两种成像模式之间的快速连续配准的新颖框架。 该方法使得可以完全确定实时或接近实时帧速率的多个源之间的刚性变换,以便本地化摄像机并注册两个源。 所公开的示例包括在已知环境内计算或捕获一组参考图像,其具有相应的深度图和图像梯度。 这些图像和深度图的集合构成参考源。 第二个来源是实时或近实时源,其可以包括实时视频馈送。 从这个视频馈送提供一帧,并从最初的观点开始,将实时视频帧扭曲到参考源的最近的观看站点。 在翘曲的视频帧和参考图像之间计算图像差异。 通过高斯 - 牛顿参数更新来更新视点,并且对于每个帧重复某些步骤,直到视点收敛或下一个视频帧变得可用。 最终观点给出了在该特定视频帧处的摄像机与参考源之间的相对旋转和平移的估计。 本发明具有深远的应用,特别是在辅助内窥镜检查领域,包括支气管镜检查和结肠镜检查。 其他应用包括空中和地面导航。