SGER: Hyper-Resolution Rendering and Display

在该方案中，我们将更详细地简要描述高级图像基元和自适应无框采样，以及我们在每种方法中的初步结果。然后，我们列出了我们的研究计划，在我们的主要和次要应用领域：渲染和显示的背景下，研究这两种以变化为中心的图像策略。在这两个领域，我们的重点都是支持超分辨率图像的技术，但我们也认为，上面列出的其他好处(更准确、更便携、更灵活)将从我们的努力中产生。我们的目标是雄心勃勃的，但又是脚踏实地的：我们并不打算实际构建新的渲染硬件和监视器，而是要奠定必要的智能基础。我们还与能够将这些想法付诸实践的行业合作伙伴进行了积极的合作，包括微软研究院、英特尔和三菱电机研究公司。智力优势：这项研究将涉及对计算机图像的根本性重新思考，在图像处理、计算机视觉、机器人、计算机图形和图像显示等成熟领域开辟新的研究途径。此外，我们的超分辨率渲染实现的10亿像素显示器在许多其他科学领域具有巨大的潜力。在人机交互中，许多人将显示视为未来的平台，我们的工作将使对这一平台的研究成为可能。可视化研究人员还将能够研究千兆像素显示器在提高对来自广泛领域的复杂数据的理解方面的明显潜力。广泛的影响：微软和三菱相信，大规模和高分辨率图像将成为消费技术市场的重要组成部分。我们同意并瞄准了家庭和办公室中的交互式、打印机分辨率的渲染和显示。我们相信，这样的技术可以改变商业和个人成像行业。此外，这种渲染的带宽改进也可以很容易地应用于手机和PDA上的移动图形。我们与微软、三菱和英特尔的积极研究关系将使我们脚踏实地，确保我们的想法产生世界影响。我们提出的研究也将产生直接的教育影响。我们计划开设一门计算机摄影课程。我们在教育合作方面也有很好的历史，包括与博物馆的接触以及与城市设计师和建筑师的指导。超分辨率显示器，以及它承诺的更高的准确性和可扩展性，将使这些努力受益，并带来新的机会。

In this proposal we briefly describe high-level image primitives and adaptive frameless sampling in moredetail, along with our preliminary results in each. We then lay out our research plans for investigatingthese two strategies for change-focused imagery in the context of our primary and secondary applicationareas: rendering, and display. In both areas our focus is on enabling technology for hyper-resolutionimagery, but we also argue that the other benefits listed above (more accurate, more portable, and moreflexible) will emerge from our efforts. Our goals are ambitious but grounded: we do not propose toactually build new rendering hardware and monitors, but instead to lay the necessary intellectualgroundwork. We also have active collaborations with partners in industry capable of taking these ideas topractice, including Microsoft Research, Intel, and Mitsubishi Electric Research Labs.Intellectual merit: This research will involve a fundamental rethinking of computer imagery, openingnew avenues of research in well-established fields such as image processing, computer vision, robotics,computer graphics, and image display. Furthermore, the gigapixel displays enabled by our hyperresolutionrendering has great potential as a tool in many other scientific fields. In human-computer interaction, many view such displays as the platform of the future, and our work will make research on this platform possible. Visualization researchers will also be able to study the obvious potential of gigapixel displays for improving understanding of complex data from a wide variety of fields.Broader impacts: Microsoft and Mitsubishi are convinced that large-scale and high resolution imagerywill be an important part of the consumer technology market. We agree and are targeting interactive,printer-resolution rendering and display in the home and office. We believe such technology couldtransform the business and personal imaging industries. Moreover, the bandwidth improvements for suchrendering might also be easily applied to mobile graphics on phones and PDAs. Our active researchrelationships with Microsoft, Mitsubishi and Intel will keep us grounded and ensure that our ideas havereal-world impact. Our proposed research will also have direct educational impact. We plan to develop acomputational photography course. We also have a strong history of educational collaborations, includingoutreach with museums as well as instruction with urban designers and architects. Hyper-resolutiondisplay, and the improved accuracy and scalability it promises, will benefit these efforts and enable newopportunities.