Deep learning for image colorization: Current and future prospects

S Huang, X **, Q Jiang, L Liu - Engineering Applications of Artificial …, 2022 - Elsevier
Image colorization, as an essential problem in computer vision (CV), has attracted an
increasing amount of researchers attention in recent years, especially deep learning-based …

[HTML][HTML] A review of image and video colorization: From analogies to deep learning

SY Chen, JQ Zhang, YY Zhao, PL Rosin, YK Lai, L Gao - Visual Informatics, 2022 - Elsevier
Image colorization is a classic and important topic in computer graphics, where the aim is to
add color to a monochromatic input image to produce a colorful result. In this survey, we …

Lvcd: reference-based lineart video colorization with diffusion models

Z Huang, M Zhang, J Liao - ACM Transactions on Graphics (TOG), 2024 - dl.acm.org
We propose the first video diffusion framework for reference-based lineart video colorization.
Unlike previous works that rely solely on image generative models to colorize lineart frame …

Learning Inclusion Matching for Animation Paint Bucket Colorization

Y Dai, S Zhou, Q Li, C Li… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Colorizing line art is a pivotal task in the production of hand-drawn cel animation. This
typically involves digital painters using a paint bucket tool to manually color each segment …

Reference-based deep line art video colorization

M Shi, JQ Zhang, SY Chen, L Gao… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Coloring line art images based on the colors of reference images is a crucial stage in
animation production, which is time-consuming and tedious. This paper proposes a deep …

[Retracted] The Application of Color Psychology in Community Health Environment Design

J Yang, X Shen - Journal of Environmental and Public Health, 2022 - Wiley Online Library
The topic of health has gained importance in today's society in the context of a healthy
China. The success of community environmental design is intimately correlated with …

Anidoc: Animation creation made easier

Y Meng, H Ouyang, H Wang, Q Wang, W Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
The production of 2D animation follows an industry-standard workflow, encompassing four
essential stages: character design, keyframe animation, in-betweening, and coloring. Our …

AutoCaCoNet: Automatic Cartoon Colorization Network using self-attention GAN, segmentation, and color correction

S Lee, E Park - Proceedings of the IEEE/CVF Winter …, 2024 - openaccess.thecvf.com
Colorization is a captivating research area within the realm of computer vision. Conventional
methods often rely on object-based strategies, necessitating access to extensive image …

Robust manga page colorization via coloring latent space

M Golyadkin, I Makarov - IEEE Access, 2023 - ieeexplore.ieee.org
Manga (Japanese comics) are commonly drawn with black ink on paper. Colorization of
manga pages can enrich the visual content and provide a better reading experience …

AnimeDiffusion: anime diffusion colorization

Y Cao, X Meng, PY Mok, TY Lee… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Being essential in animation creation, colorizing anime line drawings is usually a tedious
and time-consuming manual task. Reference-based line drawing colorization provides an …