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本repo收集了一批关于🎞️赛璐珞动画/🎞️卡通动画的各种研究、数据集及其相关资源。
💁♀️在这里你可以找到: 有可能帮助到动画业界的技术论文、数据集、repo等。例如：中割生成、原画上色等。
🤷♀️这个repo不包括: 广义的Anime研究。例如：动漫风格滤镜、动漫图像超分、动漫人物生成等。如果你对广义的Anime研究感兴趣，请移步AwesomeAnimeResearch.
🙇♀️赛璐珞动画制作非常不易、需要大量动画人一帧帧地手绘，这会花费大量的时间和精力。计算机视觉技术也许正在改变这一现状，有不少的研究者正在尝试利用这一技术辅助动画制作中的某些环节，例如自动中割、自动上色等。
目前这个repo列表目前还很短，因为动画的计算机视觉研究是一个相对新兴且小众的领域，我们期待更多的研究者（也包括你）一起为这个领域的发展做出贡献。
本repo会持续关注最新的研究成果，欢迎关注! 🌟
🚩【生成】 LayerAnimate: Layer-specific Control for Animation |
Yuxue Yang, Lue Fan, Zuzen Lin, Feng Wang, Zhaoxiang Zhang
[Jan., 2025] [arXiv 2025]
🚩【综述】Generative AI for Cel-Animation: A Survey |
Yunlong Tang, Junjia Guo, Pinxin Liu, Zhiyuan Wang, Hang Hua, Jia-Xing Zhong, Yunzhong Xiao, Chao Huang, Luchuan Song, Susan Liang, Yizhi Song, Liu He, Jing Bi, Mingqian Feng, Xinyang Li, Zeliang Zhang, Chenliang Xu
[Jan., 2025] [arXiv 2025]
🚩【上色】 AniDoc: Animation Creation Made Easier |
Yihao Meng, Hao Ouyang, Hanlin Wang, Qiuyu Wang, Wen Wang, Ka Leong Cheng, Zhiheng Liu, Yujun Shen, Huamin Qu
[Dec., 2024] [arXiv 2024]
Generative AI for Cel-Animation: A Survey |
Yunlong Tang, Junjia Guo, Pinxin Liu, Zhiyuan Wang, Hang Hua, Jia-Xing Zhong, Yunzhong Xiao, Chao Huang, Luchuan Song, Susan Liang, Yizhi Song, Liu He, Jing Bi, Mingqian Feng, Xinyang Li, Zeliang Zhang, Chenliang Xu
[Jan., 2025] [arXiv 2025]
Anita Dataset: An Industrial Animation Dataset |
Zhenglin Pan, Yu Zhu
[26 Jun., 2024] [Github Repo, 2024]
Sakuga-42M Dataset: Scaling Up Cartoon Research |
Zhenglin Pan, Yu Zhu, Yuxuan Mu
[13 May., 2024] [arXiv, 2024]
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies |
Li Siyao, Yuhang Li, Bo Li, Chao Dong, Ziwei Liu, Chen Change Loy
[10 Nov., 2022] [NeurIPS, 2022]
LayerAnimate: Layer-specific Control for Animation |
Yuxue Yang, Lue Fan, Zuzen Lin, Feng Wang, Zhaoxiang Zhang
[Jan., 2025] [arXiv 2025]
AniSora: Exploring the Frontiers of Animation Video Generation in the Sora Era |
Yudong Jiang, Baohan Xu, Siqian Yang, Mingyu Yin, Jing Liu, Chao Xu, Siqi Wang, Yidi Wu, Bingwen Zhu, Qi Sen, Xingyu Zheng, Jixuan Xu, Yue Zhang, Jinlong Hou, Huyang Sun
[Dec., 2024] [arXiv 2024]
MikuDance: Animating Character Art with Mixed Motion Dynamics |
Jiaxu Zhang, Xianfang Zeng, Xin Chen, Wei Zuo, Gang Yu, Zhigang Tu
[Nov.,2024] [arXiv, 2024]
【上色】 AniDoc: Animation Creation Made Easier |
Yihao Meng, Hao Ouyang, Hanlin Wang, Qiuyu Wang, Wen Wang, Ka Leong Cheng, Zhiheng Liu, Yujun Shen, Huamin Qu
[Dec., 2024] [arXiv 2024]
Paint Bucket Colorization Using Anime Character Color Design Sheets |
Yuekun Dai, Qinyue Li, Shangchen Zhou, Yihang Luo, Chongyi Li, Chen Change Loy
[Oct.,2024] [arXiv, 2024]
LVCD: Reference-based Lineart Video Colorization with Diffusion Models |
Zhitong Huang, Mohan Zhang, Jing Liao
[19 Sep. 2024] [arXiv, 2024]
Continual few-shot patch-based learning for anime-style colorization |
Akinobu Maejima, Seitaro Shinagawa, Hiroyuki Kubo, Takuya Funatomi, Tatsuo Yotsukura, Satoshi Nakamura & Yasuhiro Mukaigawa
[09 Jul., 2024] [CVM, 2024]
Learning Inclusion Matching for Animation Paint Bucket Colorization |
Yuekun Dai, Shangchen Zhou, Qinyue Li, Chongyi Li, Chen Change Loy
[2024] [CVPR, 2024]
Coloring anime line art videos with transformation region enhancement network |
Ning Wang, Muyao Niu, Zhi Dou, Zhihui Wang, Zhiyong Wang, Zhaoyan Ming, Bin Liu, Haojie Li
[Sep., 2023] [Elsevier, 2023]
SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches |
Dagmar Lukka Loftsdóttir, Matthew Guzdial
[1 Sep., 2022] [ECCV, 2022]
Animation Line Art Colorization Based on Optical Flow Method |
Yifeng Yu, Jiangbo Qian, Chong Wang, Yihong Dong, Baisong Liu
[27 Aug., 2022] [SSNR, 2022]
The Animation Transformer: Visual Correspondence via Segment Matching |
Evan Casey, Víctor Pérez, Zhuoru Li, Harry Teitelman, Nick Boyajian, Tim Pulver, Mike Manh, William Grisaitis
[6 Sep., 2021] [arXiv, 2021]
Artist-Guided Semiautomatic Animation Colorization |
Harrish Thasarathan, Mehran Ebrahimi
[22 Jun., 2020] [arXiv, 2020]
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization |
Zhang Qian, Wang Bo, Wen Wei, Li Hai, Liu Jun Hui
[14 Apr., 2020] [arXiv, 2020]
Deep Line Art Video Colorization with a Few References |
Min Shi, Jia-Qi Zhang, Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang
[24 Mar., 2020] [arXiv, 2020]
Automatic Temporally Coherent Video Colorization |
Harrish Thasarathan, Kamyar Nazeri, Mehran Ebrahimi
Skeleton-Driven Inbetweening of Bitmap Character Drawings |
Kirill Brodt, Mikhail Bessmeltsev
[2024] [SIGGRAPH ASIA, 2024]
Bridging the Gap: Sketch-Aware Interpolation Network for High-Quality Animation Sketch Inbetweening |
Jiaming Shen, Kun Hu, Wei Bao, Chang Wen Chen, Zhiyong Wang
[Aug., 2024] [ACMMM 2024]
Thin-Plate Spline-based Interpolation for Animation Line Inbetweening |
Tianyi Zhu, Wei Shang, Dongwei Ren, Wangmeng Zuo
[17 Aug., 2024] [arXiv, 2024]
ToonCrafter: Generative Cartoon Interpolation |
Jinbo Xing, Hanyuan Liu, Menghan Xia, Yong Zhang, Xintao Wang, Ying Shan, Tien-Tsin Wong
[29 May., 2024] [arxiv, 2024]
Joint Stroke Tracing and Correspondence for 2D Animation |
Haoran Mo, Chengying Gao, Ruomei Wang
[9 Apr., 2024] [SIGGRAPH, 2024]
Deep Geometrized Cartoon Line Inbetweening |
Li Siyao, Tianpei Gu, Weiye Xiao, Henghui Ding, Ziwei Liu, Chen Change Loy
[Nov., 2023] [ICCV 2023]
Exploring inbetween charts with trajectory-guided sliders for cutout animation |
T Fukusato, A Maejima, T Igarashi, T Yotsukura
[1 Sep., 2023] [MTA 2023]
Enhanced Deep Animation Video Interpolation |
Wang Shen, Cheng Ming, Wenbo Bao, Guangtao Zhai, Li Chen, Zhiyong Gao
[25 Jun., 2022] [arXiv, 2022]
Improving the Perceptual Quality of 2D Animation Interpolation |
Shuhong Chen, Matthias Zwicker
[24 Nov., 2021] [arXiv, 2021]
Deep Animation Video Interpolation in the Wild |
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu
[6 Apr., 2021] [arXiv, 2021]
Deep Sketch-guided Cartoon Video Inbetweening |
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander
[10 Aug., 2020] [arXiv, 2020]
Optical Flow Based Line Drawing Frame Interpolation Using Distance Transform to Support Inbetweenings |
Rei Narita, Keigo Hirakawa, Kiyoharu Aizawa
[26 Aug., 2019] [IEEE, 2019]
DiLight: Digital light table – Inbetweening for 2D animations using guidelines |
Leonardo Carvalho, Ricardo Marroquim, Emilio Vital Brazil
[Jun., 2017] [Elsevier, 2017]
Re:Draw -- Context Aware Translation as a Controllable Method for Artistic Production |
Joao Liborio Cardoso, Francesco Banterle, Paolo Cignoni, Michael Wimmer
[Jan., 2024] [*TBA 2024]
Sprite-from-Sprite: Cartoon Animation Decomposition with Self-supervised Sprite Estimation |
Lvmin Zhang, Tien-Tsin Wong, Yuxin Liu
[Nov., 2022] [ACM 2022]
Toonsynth: example-based synthesis of hand-colored cartoon animations |
M Dvorožnák, W Li, VG Kim, D Sýkora
[Jul., 2018] [TOG 2018]
Globally Optimal Toon Tracking |
Haichao Zhu, Xueting Liu, Tien-Tsin Wong, Pheng-Ann Heng
[11 Jul., 2016] [TOG, 2016]
Fast Leak-Resistant Segmentation for Anime Line Art |
Benjamin Allen, Akinobu Maejima, Ken Anjyo
[Nov.,2024] [SIGGRAPH, 2024]
Stereoscopizing Cel Animations |
Xueting Liu, Xiangyu Mao, Xuan Yang, Linling Zhang, Tien-Tsin Wong
[11 Jul., 2016] [ACM, 2013]
DrawingSpinUp: 3D Animation from Single Character Drawings |
Jie Zhou, Chufeng Xiao, Miu-Ling Lam, Hongbo Fu
[13 Sep. 2024] [arXiv, 2024]
Toon3D: Seeing Cartoons from a New Perspective |
🤗
Ethan Weber, Riley Peterlinz, Rohan Mathur, Frederik Warburg, Alexei A. Efros, Angjoo Kanazawa
[2024] [Arxiv, 2024]
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