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Real-time volume rendering and tractography visualization on the web

机译:Web上的实时体绘制和超声影像学可视化

摘要

In the field of computer graphics, Volume Rendering techniques allow the visualization of 3D datasets, and specifically, Volume Ray-Casting renders images from volumetric datasets, typically used in some scientific areas, such as medical imaging -- This article aims to describe the development of a combined visualization of tractography and volume rendering of brain T1 MRI images in an integrated way -- An innovative web viewer for interactive visualization of neuro-imaging data has been developed based on WebGL -- This recently developed standard enables the clients to use the web viewer on a wide range of devices, with the only requirement of a compliant web-browser -- As the majority of the rendering tasks take place in the client machine, the effect of bottlenecks and server overloading are minimized -- The web application presented is able to compete with desktop tools, even supporting high graphical demands and facing challenges regarding performance and scalability -- The developed software modules are available as open source code and include MRI volume data and tractography generated by the Diffusion Toolkit, and connectivity data from the Connectome Mapping Toolkit -- Our contribution for the Volume Web Viewer implements early ray termination step according to the tractography depthmap, combining volume images and estimated white matter fibers -- Furthermore, the depthmap system extension can be used for visualization of other types of data, where geometric and volume elements are displayed simultaneously
机译:在计算机图形学领域,体绘制技术可实现3D数据集的可视化,特别是,体射线铸造可从体数据集中渲染图像,这些图像通常用于某些科学领域,例如医学成像-本文旨在描述开发过程结合的方式结合在一起,结合了脑部T1 MRI图像的束线图可视化和以体积的方式呈现大脑T1 MRI图像的技术-基于WebGL开发了一种创新的Web查看器,用于交互式可视化神经影像数据-此最新开发的标准使客户能够使用各种设备上的Web查看器,仅需兼容的Web浏览器-由于大多数渲染任务都在客户端计算机上进行,因此将瓶颈和服务器超载的影响降至最低-展示了Web应用程序能够与台式机工具竞争,甚至支持较高的图形需求并面临有关性能和可伸缩性的挑战-开发可选的软件模块可作为开源代码提供,其中包括由Diffusion Toolkit生成的MRI体积数据和tractography,以及来自Connectome Mapping Toolkit的连接数据-我们为Volume Web Viewer所做的贡献根据tractography深度图实现了早期射线终止步骤,结合体积图像和估计的白质纤维-此外,深度图系统扩展可用于可视化其他类型的数据,其中同时显示几何和体积元素

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