Application of NeRF for Visual Conversion of 2D Images

We describe a method for combining visual effects of complicated sceneries with good quality outcomes by increasing continuous volume function with a small selection of input views. Our technique provides a site that employs a deep (completely integrated) deep network with a single continuous 5D con...

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Bibliographic Details
Published in:	2023 7th International Conference on Design Innovation for 3 Cs Compute Communicate Control (ICDI3C) pp. 415 - 419
Main Authors:	Kowser, Farha, Chauhan, Neha, Yakkundi, Revati L, N, Sahana, N, Keerthi K
Format:	Conference Proceeding
Language:	English
Published:	IEEE 02-11-2023
Subjects:	Image color analysis NeRF Neural networks Neural radiance field Positional Encoding Rendering (computer graphics) Solid modeling Symbols Technological innovation Volume Rendering
Online Access:	Get full text
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Summary:	We describe a method for combining visual effects of complicated sceneries with good quality outcomes by increasing continuous volume function with a small selection of input views. Our technique provides a site that employs a deep (completely integrated) deep network with a single continuous 5D connection (local area (x, y, z) and viewing area as well as output volume. We combine viewing by requesting 5D links with camera radiation and using archetypal volume rendering method to produce convex exit colors in the image since the volume rendering is obviously separated, which is the only input, sophisticated geometry and appearance, and we show the results beyond the previous neural rendering function and display combination.
DOI:	10.1109/ICDI3C61568.2023.00088