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Real-time Novel-view Synthesis for Volume Rendering Using a Piecewise-analytic Representation

Lochmann, G; Reinert, B; Buchacher, A; Ritschel, T; (2016) Real-time Novel-view Synthesis for Volume Rendering Using a Piecewise-analytic Representation. In: VMV '16: Proceedings of the Conference on Vision, Modeling and Visualization. Eurographics: Bayreuth, Germany. Green open access

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Abstract

Novel-view synthesis can be used to hide latency in a real-time remote rendering setup, to increase frame rate or to produce advanced visual effects such as depth-of-field or motion blur in volumes or stereo and light field imagery. Regrettably, existing real-time solutions are limited to opaque surfaces. Prior art has circumvented the challenge by making volumes opaque i. e., projecting the volume onto representative surfaces for reprojection, omitting correct volumetric effects. This paper proposes a layered image representation which is re-composed for the novel view with a special reconstruction filter. We propose a view-dependent approximation to the volume allowing to produce a typical novel view of 1024×1024 pixels in ca. 25 ms on a current GPU. At the heart of our approach is the idea to compress the complex view-dependent emission-absorption function along original view rays into a layered piecewise-analytic emission-absorption representation that can be efficiently ray-cast from a novel view. It does not assume opaque surfaces or approximate color and opacity, can be re-evaluated very efficiently, results in an image identical to the reference from the original view, has correct volumetric shading for novel views and works on a low and fixed number of layers per pixel that fits modern GPU architectures.

Type: Proceedings paper
Title: Real-time Novel-view Synthesis for Volume Rendering Using a Piecewise-analytic Representation
Event: Conference on Vision, Modeling and Visualization (VMV '16)
Open access status: An open access version is available from UCL Discovery
DOI: 10.2312/vmv.20161346
Publisher version: http://dx.doi.org/10.2312/vmv.20161346
Language: English
Additional information: This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/1509353
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