Non-Photorealistic Novel View Synthesis Using Radiance Fields

Non-Photorealistic Novel View Synthesis Using Radiance Fields

Bachelor thesis (2023)

Faculty

Electrical Engineering, Mathematics and Computer Science, Electrical Engineering, Mathematics and Computer Science

Neural Radiance Fields Novel view synthesis Non-photorealistic rendering Edge detection

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Published Date

05-07-2023

Language

English

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Faculty

Electrical Engineering, Mathematics and Computer Science

Abstract

Radiance fields are a promising alternative to conventional 3D representations in the domain of novel view synthesis, with recent research achieving truly impressive photorealistic view synthesis results. In this paper, we deal with the concept of non-photorealistic rendering in the context of radiance fields, for generating more stylistic captures of real-world objects. We discuss the suitability of inverse rendering as a stepping-stone to traditional shading and edge detection, and contribute a new algorithm specifically for outline detection in radiance fields.

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