Adding Color to 3D Scenes from Black and White Images

Paper Title:

Colorizing Monochromatic Radiance Fields

Published on:

19 February 2024

Primary Category:

Computer Vision and Pattern Recognition

Paper Authors:

Yean Cheng,

Renjie Wan,

Shuchen Weng,

Chengxuan Zhu,

Yakun Chang,

Boxin Shi

Bullets

Key Details

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Constructs luminance and density scene representation from monochrome images

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Predicts missing color information using image colorization module

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Combines luminance, density and color to reproduce full color scene

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Achieves state-of-the-art colorization results in experiments

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Can colorize 3D scenes from various monochrome image sources

Explore the topics in this paper

3d scene reconstruction

density modeling

image colorization

luminance modeling

monochrome images

AI generated summary

Adding Color to 3D Scenes from Black and White Images

This paper proposes a method to take a set of black and white images of a 3D scene and produce a colorful 3D representation of that scene. It does this by first constructing a luminance and density model of the scene using the monochrome images. Then it predicts missing color information by utilizing an image colorization module. The resulting luminance, density and color representations are combined to reproduce the scene in full color.