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 …

Semi-supervised reference-based sketch extraction using a contrastive learning framework

CW Seo, A Ashtari, J Noh - ACM Transactions on Graphics (TOG), 2023 - dl.acm.org
Sketches reflect the drawing style of individual artists; therefore, it is important to consider
their unique styles when extracting sketches from color images for various applications …

Computer-aided Colorization State-of-the-science: A Survey

Y Cao, X Duan, X Meng, PY Mok, P Li… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
This paper reviews published research in the field of computer-aided colorization
technology. We argue that within this context, the colorization task can be considered to …

Animediffusion: Anime face line drawing colorization via diffusion models

Y Cao, X Meng, PY Mok, X Liu, TY Lee, P Li - arxiv preprint arxiv …, 2023 - arxiv.org
It is a time-consuming and tedious work for manually colorizing anime line drawing images,
which is an essential stage in cartoon animation creation pipeline. Reference-based line …

Multi3D: 3D-aware multimodal image synthesis

W Zhou, L Yuan, T Mu - Computational Visual Media, 2024 - Springer
Abstract 3D-aware image synthesis has attained high quality and robust 3D consistency.
Existing 3D controllable generative models are designed to synthesize 3D-aware images …

Shape correspondence for cel animation based on a shape association graph and spectral matching

S Liu, X Wang, X Liu, Z Wu, HS Seah - Computational Visual Media, 2023 - Springer
We present an effective spectral matching method based on a shape association graph for
finding region correspondences between two cel animation keyframes. We formulate the …

Image colorization using deep convolutional auto-encoder with multi-skip connections

X **, Y Di, Q Jiang, X Chu, Q Duan, S Yao, W Zhou - Soft Computing, 2023 - Springer
The colorization of grayscale images is a challenging task in image processing. Recently,
deep learning has shown remarkable performance in image colorization. However, the …

A state-of-art review on intelligent systems for drawing assisting

J Qin, X Sun, W Xu - International Conference on Human-Computer …, 2023 - Springer
The development of deep learning algorithms has prompted many attempts to apply AI
(Artificial Intelligence) to artistic creation in the last decade. It has been observed that the …

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 …

Animation line art colorization based on the optical flow method

Y Yu, J Qian, C Wang, Y Dong… - Computer Animation and …, 2024 - Wiley Online Library
Coloring an animation sketch sequence is a challenging task in computer vision since the
information contained in line sketches is too sparse, and the colors need to be uniform …